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Antonio Plaza

Antonio J. Plaza

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affiliation: University of Maryland, USA

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2025
[j425]
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Chengle Zhou, Zhi He, Liwei Zou, Yunfei Li, Antonio Plaza:
HSACT: A hierarchical semantic-aware CNN-Transformer for remote sensing image spectral super-resolution. Neurocomputing 636: 129990 (2025)
[j424]
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Lin He, Wenrui Liang, Antonio Plaza:
Two-Level Semantic-Driven Diffusion Based Hyperspectral Pansharpening. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 18: 4213-4226 (2025)
[j423]
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Chengle Zhou, Zhi He, Guanglin Lai, Antonio Plaza:
A Selective Semantic Transformer for Spectral Super-Resolution of Multispectral Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 18: 7436-7450 (2025)
[j422]
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Youran Ge, Lirong Han, Mercedes Eugenia Paoletti, Juan Mario Haut, Gangrong Qu, Antonio Plaza:
REDU-Net: Robust and Efficient Dynamic Unfolding Network for Abundance Estimation. IEEE Trans. Geosci. Remote. Sens. 63: 1-14 (2025)
[j421]
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Lin He, Zhou Fang, Jun Li, Hanghui Ye, Antonio Plaza:
Arbitrary-Resolution Hyperspectral Pansharpening Neural Operators. IEEE Trans. Geosci. Remote. Sens. 63: 1-19 (2025)
[j420]
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Yan He, Bing Tu, Puzhao Jiang, Bo Liu, Jun Li, Antonio Plaza:
Classification of Multisource Remote Sensing Data Using Slice Mamba. IEEE Trans. Geosci. Remote. Sens. 63: 1-14 (2025)
[j419]
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Yan He, Bing Tu, Bo Liu, Jun Li, Antonio Plaza:
HSI-MFormer: Integrating Mamba and Transformer Experts for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 63: 1-16 (2025)
[j418]
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Zhenghao Hu, Bing Tu, Bo Liu, Yan He, Jun Li, Antonio Plaza:
Self-Supervised Graph Masked Autoencoders for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 63: 1-18 (2025)
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Heng Li, Bing Tu, Bo Liu, Jun Li, Antonio Plaza:
Adaptive Feature Self-Attention in Spiking Neural Networks for Hyperspectral Classification. IEEE Trans. Geosci. Remote. Sens. 63: 1-15 (2025)
[j416]
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Liang Lv, Tao Chen, Gang Liu, Jie Dou, Antonio Plaza:
A Comparative Study of Model Interpretability Considering the Decision Differentiation of Landslide Susceptibility Models. IEEE Trans. Geosci. Remote. Sens. 63: 1-18 (2025)
[j415]
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Zhaojie Pan, Chenyu Li, Antonio Plaza, Jocelyn Chanussot, Danfeng Hong:
Hyperspectral Image Classification With Mamba. IEEE Trans. Geosci. Remote. Sens. 63: 1-14 (2025)
[j414]
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Zebin Wu, Chenxin Liu, Jin Sun, Jun Hu, Zhihui Wei, Javier Plaza, Antonio Plaza:
Hyperspectral and Multispectral Image Fusion for Remotely Sensed Target Detection: A New Cloud-Edge Collaborative Approach. IEEE Trans. Geosci. Remote. Sens. 63: 1-13 (2025)
[j413]
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Shaoquan Zhang, Jiajun Zheng, Pengfei Lai, Fan Li, Lianhui Liang, Antonio Plaza, Chengzhi Deng, Shengqian Wang:
Sparse Unmixing of Hyperspectral Images With Noise Reduction Using Spatial Filtering. IEEE Trans. Instrum. Meas. 74: 1-18 (2025)
[j412]
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Chenyu Li, Bing Zhang, Danfeng Hong, Xiuping Jia, Antonio Plaza, Jocelyn Chanussot:
Learning Disentangled Priors for Hyperspectral Anomaly Detection: A Coupling Model-Driven and Data-Driven Paradigm. IEEE Trans. Neural Networks Learn. Syst. 36(4): 6883-6896 (2025)
2024
[j411]
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  - journals/fgcs/RodriguezGarlitoPP24
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Elena Cristina Rodríguez-Garlito, Abel Paz-Gallardo, Antonio Plaza:
Advancements in remote sensing for invasive plant mapping along the Guadiana River: The role of CNN2D. Future Gener. Comput. Syst. 158: 400-409 (2024)
[j410]
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Bing Tu, Qi Ren, Jun Li, Zhaolou Cao, Yunyun Chen, Antonio Plaza:
NCGLF2: Network combining global and local features for fusion of multisource remote sensing data. Inf. Fusion 104: 102192 (2024)
[j409]
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Ying Zhang, Lianhui Liang, Jun Li, Antonio Plaza, Xudong Kang, Jianxu Mao, Yaonan Wang:
Structural and Textural-Aware Feature Extraction for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024)
[j408]
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Danfeng Hong, Bing Zhang, Xuyang Li, Yuxuan Li, Chenyu Li, Jing Yao, Naoto Yokoya, Hao Li, Pedram Ghamisi, Xiuping Jia, Antonio Plaza, Paolo Gamba, Jón Atli Benediktsson, Jocelyn Chanussot:
SpectralGPT: Spectral Remote Sensing Foundation Model. IEEE Trans. Pattern Anal. Mach. Intell. 46(8): 5227-5244 (2024)
[j407]
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Shiping Li, Lianhui Liang, Shaoquan Zhang, Ying Zhang, Antonio Plaza, Xuehua Wang:
End-to-End Convolutional Network and Spectral-Spatial Transformer Architecture for Hyperspectral Image Classification. Remote. Sens. 16(2): 325 (2024)
[j406]
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Can Li, Tao Chen, Kun Jia, Antonio Plaza:
Coupling Analysis Between Ecological Environment Change and Urbanization Process in the Middle Reaches of Yangtze River Urban Agglomeration, China. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 880-892 (2024)
[j405]
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Lin He, Hanghui Ye, Dahan Xi, Jun Li, Antonio Plaza, Mei Zhang:
Tree-Structured Neural Network for Hyperspectral Pansharpening. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 2516-2530 (2024)
[j404]
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Tao Chen, Xiao Gao, Gang Liu, Chen Wang, Zeyang Zhao, Jie Dou, Ruiqing Niu, Antonio J. Plaza:
BisDeNet: A New Lightweight Deep Learning-Based Framework for Efficient Landslide Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 3648-3663 (2024)
[j403]
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Tao Chen, Qingye Wang, Zeyang Zhao, Gang Liu, Jie Dou, Antonio Plaza:
LCFSTE: Landslide Conditioning Factors and Swin Transformer Ensemble for Landslide Susceptibility Assessment. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 6444-6454 (2024)
[j402]
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  - journals/staeors/ZhaoCDLP24
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Zeyang Zhao, Tao Chen, Jie Dou, Gang Liu, Antonio Plaza:
Landslide Susceptibility Mapping Considering Landslide Local-Global Features Based on CNN and Transformer. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 7475-7489 (2024)
[j401]
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Zhenjie Liu, Jun Li, Lizhe Wang, Antonio Plaza:
Integration of Remote Sensing and Crowdsourced Data for Fine-Grained Urban Flood Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 13523-13532 (2024)
[j400]
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Jiao Pan, Ziwei Wang, Tao Chen, Kun Jia, Antonio Plaza:
Spatial and Temporal Change Monitoring of Wetland Urban Ecology Based on a Remote Sensing Ecological Index Considering Full Elements. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 14010-14020 (2024)
[j399]
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Hao Chen, Tao Chen, Yuxiang Zhang, Bo Du, Antonio Plaza:
DSFC-AE: A New Hyperspectral Unmixing Method Based on Deep Shared Fully Connected Autoencoder. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 15746-15760 (2024)
[j398]
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Xinran Li, Tao Chen, Gang Liu, Jie Dou, Ruiqing Niu, Antonio Plaza:
Joint Grid-Based Attention and Multilevel Feature Fusion for Landslide Recognition. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 19911-19922 (2024)
[j397]
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  - journals/tgrs/HanPMHPP24
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Lirong Han, Mercedes Eugenia Paoletti, Sergio Moreno-Álvarez, Juan Mario Haut, Rafael Pastor, Antonio Plaza:
Hashing for Retrieving Long-Tailed Distributed Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024)
[j396]
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Lirong Han, Mercedes Eugenia Paoletti, Xuanwen Tao, Zhaoyue Wu, Juan Mario Haut, Peng Li, Rafael Pastor, Antonio Plaza:
Hash-Based Remote Sensing Image Retrieval. IEEE Trans. Geosci. Remote. Sens. 62: 1-23 (2024)
[j395]
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Lin He, Zhou Fang, Jun Li, Jocelyn Chanussot, Antonio Plaza:
Two Spectral-Spatial Implicit Neural Representations for Arbitrary-Resolution Hyperspectral Pansharpening. IEEE Trans. Geosci. Remote. Sens. 62: 1-21 (2024)
[j394]
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Yan He, Bing Tu, Puzhao Jiang, Bo Liu, Jun Li, Antonio Plaza:
IGroupSS-Mamba: Interval Group Spatial-Spectral Mamba for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-17 (2024)
[j393]
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Yan He, Bing Tu, Bo Liu, Yunyun Chen, Jun Li, Antonio Plaza:
Hybrid Multiscale Spatial-Spectral Transformer for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-18 (2024)
[j392]
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Yan He, Bing Tu, Bo Liu, Jun Li, Antonio Plaza:
3DSS-Mamba: 3D-Spectral-Spatial Mamba for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024)
[j391]
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Jianghong Hu, Bing Tu, Qi Ren, Xiaolong Liao, Zhaolou Cao, Antonio Plaza:
Hyperspectral Image Classification via Multiscale Multiangle Attention Network. IEEE Trans. Geosci. Remote. Sens. 62: 1-18 (2024)
[j390]
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Mengying Jiang, Yuanchao Su, Lianru Gao, Antonio Plaza, Xi-Le Zhao, Xu Sun, Guizhong Liu:
GraphGST: Graph Generative Structure-Aware Transformer for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024)
[j389]
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Chenyu Li, Bing Zhang, Danfeng Hong, Jing Yao, Xiuping Jia, Antonio Plaza, Jocelyn Chanussot:
Interpretable Networks for Hyperspectral Anomaly Detection: A Deep Unfolding Solution. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024)
[j388]
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Zhenjie Liu, Jun Li, Lizhe Wang, Antonio Plaza:
Optimal Transport Under Land Cover Information Constraints: Fusing Heterogeneous SAR Imagery and Social Media Data. IEEE Trans. Geosci. Remote. Sens. 62: 1-12 (2024)
[j387]
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Yushan Pan, Yang Xu, Zebin Wu, Zhihui Wei, Javier Plaza, Antonio Plaza:
A Mask Guided Oriented Object Detector Based on Rotated Size-Adaptive Tricube Kernel. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024)
[j386]
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Yuanchao Su, Zhiqing Zhu, Lianru Gao, Antonio Plaza, Pengfei Li, Xu Sun, Xiang Xu:
DAAN: A Deep Autoencoder-Based Augmented Network for Blind Multilinear Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024)
[j385]
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Yuxi Sun, Yunming Ye, Jian Kang, Rubén Fernández-Beltran, Yifang Ban, Sebastian Hafner, Xutao Li, Chuyao Luo, Antonio Plaza:
Cross-Modal Hashing With Feature Semi-Interaction and Semantic Ranking for Remote Sensing Ship Image Retrieval. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024)
[j384]
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Xuanwen Tao, Bikram Koirala, Antonio Plaza, Paul Scheunders:
A New Dual-Feature Fusion Network for Enhanced Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024)
[j383]
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Xuanwen Tao, Mercedes Eugenia Paoletti, Zhaoyue Wu, Juan Mario Haut, Peng Ren, Antonio Plaza:
An Abundance-Guided Attention Network for Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024)
[j382]
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Yunchang Wang, Jin Sun, Zhihui Wei, Javier Plaza, Antonio Plaza, Zebin Wu:
Cloud-Edge Selective Background Energy Constrained Filter for Real-Time Hyperspectral Target Detection. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024)
[j381]
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Degang Wang, Lina Zhuang, Lianru Gao, Xu Sun, Xiaobin Zhao, Antonio Plaza:
Sliding Dual-Window-Inspired Reconstruction Network for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024)
[j380]
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Zhaoyue Wu, Mercedes Eugenia Paoletti, Hongjun Su, Pan Zheng, Zhong Zhang, Juan Mario Haut, Antonio Plaza:
SMCNet: Sparse-Inspired Masked Convolutional Network for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 62: 1-17 (2024)
[j379]
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Yue Yang, Tao Chen, Tao Lei, Bo Du, Asoke K. Nandi, Antonio Plaza:
SEDANet: A New Siamese Ensemble Difference Attention Network for Building Change Detection in Remotely Sensed Images. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024)
[j378]
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Jin-Yu Yang, Heng-Chao Li, Jing-Hua Yang, Lei Pan, Qian Du, Antonio Plaza:
Multifrequency Graph Convolutional Network With Cross-Modality Mutual Enhancement for Multisource Remote Sensing Data Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024)
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Long Yu, Jun Li, Lin He, Antonio Plaza, Lizhe Wang, Zhonghui Tang, Li Zhuo, Yuchen Yuan:
dSPG: A New Discriminant Superpixel Graph Regularizer and Convolutional Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-18 (2024)
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Haoyang Yu, Hao Yang, Lianru Gao, Jiaochan Hu, Antonio Plaza, Bing Zhang:
Hyperspectral Image Change Detection Based on Gated Spectral-Spatial-Temporal Attention Network With Spectral Similarity Filtering. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024)
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Zhuoyi Zhao, Xiang Xu, Shutao Li, Antonio Plaza:
Hyperspectral Image Classification Using Groupwise Separable Convolutional Vision Transformer Network. IEEE Trans. Geosci. Remote. Sens. 62: 1-17 (2024)
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Peng Zheng, Zebin Wu, Yang Xu, Jin Sun, Fei Ye, Chuan Qin, Zhihui Wei, Javier Plaza, Jun Li, Antonio Plaza:
Unified Cloud-Based Framework for Hyperspectral and Multispectral Image Fusion Incorporating Nonlocal Principles and Tensor Decomposition. IEEE Trans. Geosci. Remote. Sens. 62: 1-18 (2024)
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Chengle Zhou, Zhi He, Anjun Lou, Antonio Plaza:
RGB-to-HSV: A Frequency-Spectrum Unfolding Network for Spectral Super-Resolution of RGB Videos. IEEE Trans. Geosci. Remote. Sens. 62: 1-18 (2024)
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Yang Mi, Bing Tu, Yunyun Chen, Zhaolou Cao, Antonio Plaza:
Hyperspectral Anomaly Detection via Anchor Generation. IEEE Trans. Instrum. Meas. 73: 1-14 (2024)
[j371]
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Bing Tu, Xianchang Yang, Wei He, Jun Li, Antonio Plaza:
Hyperspectral Anomaly Detection Using Reconstruction Fusion of Quaternion Frequency Domain Analysis. IEEE Trans. Neural Networks Learn. Syst. 35(6): 8358-8372 (2024)
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Xianchang Yang, Bing Tu, Qianming Li, Jun Li, Antonio Plaza:
Graph Evolution-Based Vertex Extraction for Hyperspectral Anomaly Detection. IEEE Trans. Neural Networks Learn. Syst. 35(12): 17372-17386 (2024)
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Zhenjie Liu, Yong Deng, Jun Li, Javier Plaza, Antonio Plaza:
Fusing SAR Images and Social Media Data Through Domain Adaptation and Land Cover Information: A Case of 2017 Houston Flood Event. IGARSS 2024: 1218-1221
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Matteo Ciotola, Giuseppe Guarino, Gemine Vivone, Jocelyn Chanussot, Antonio Plaza, Giuseppe Scarpa:
Hyperspectral Pansharpening: Review and Future Perspectives. IGARSS 2024: 1231-1234
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Lirong Han, Mercedes Eugenia Paoletti, Sergio Moreno-Álvarez, Juan Mario Haut, Antonio J. Plaza:
Deep Robust Hashing Using Self-Distillation for Remote Sensing Image Retrieval. IGARSS 2024: 7111-7114
[i16]
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  - journals/corr/abs-2405-01920
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Chengyang Zhang, Weiming Li, Gang Li, Huina Song, Zhaohui Song, Xueqian Wang, Antonio Plaza:
Lightweight Change Detection in Heterogeneous Remote Sensing Images with Online All-Integer Pruning Training. CoRR abs/2405.01920 (2024)
[i15]
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  - journals/corr/abs-2405-12487
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Yan He, Bing Tu, Bo Liu, Jun Li, Antonio Plaza:
3DSS-Mamba: 3D-Spectral-Spatial Mamba for Hyperspectral Image Classification. CoRR abs/2405.12487 (2024)
[i14]
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  - journals/corr/abs-2407-01355
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Matteo Ciotola, Giuseppe Guarino, Gemine Vivone, Giovanni Poggi, Jocelyn Chanussot, Antonio Plaza, Giuseppe Scarpa:
Hyperspectral Pansharpening: Critical Review, Tools and Future Perspectives. CoRR abs/2407.01355 (2024)
[i13]
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  - journals/corr/abs-2410-05100
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Yan He, Bing Tu, Puzhao Jiang, Bo Liu, Jun Li, Antonio Plaza:
IGroupSS-Mamba: Interval Group Spatial-Spectral Mamba for Hyperspectral Image Classification. CoRR abs/2410.05100 (2024)
2023
[j369]
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Chengle Zhou, Qian Shi, Da He, Bing Tu, Haoyang Li, Antonio Plaza:
Spectral-spatial sequence characteristics-based convolutional transformer for hyperspectral change detection. CAAI Trans. Intell. Technol. 8(4): 1237-1257 (2023)
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Chen Wang, Tao Chen, Antonio Plaza:
MFE-ResNet: A new extraction framework for land cover characterization in mining areas. Future Gener. Comput. Syst. 145: 550-562 (2023)
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Lirong Han, Mercedes Eugenia Paoletti, Xuanwen Tao, Zhaoyue Wu, Juan Mario Haut, Javier Plaza, Antonio Plaza:
Central Cohesion Gradual Hashing for Remote Sensing Image Retrieval. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023)
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Elena Cristina Rodríguez-Garlito, Abel Paz-Gallardo, Antonio J. Plaza:
Mapping the Accumulation of Invasive Aquatic Plants in the Guadiana River, Spain, Using Multitemporal Remote Sensing. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023)
[j365]
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Peng Zheng, Jin Sun, Yang Xu, Yi Zhang, Zhihui Wei, Javier Plaza, Antonio Plaza, Zebin Wu:
Distributed Nonlocal Coupled Hierarchical Tucker Decomposition for Hyperspectral Image Fusion. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023)
[j364]
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  - journals/remotesensing/LiangZLPC23
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Lianhui Liang, Shaoquan Zhang, Jun Li, Antonio Plaza, Zhi Cui:
Multi-Scale Spectral-Spatial Attention Network for Hyperspectral Image Classification Combining 2D Octave and 3D Convolutional Neural Networks. Remote. Sens. 15(7): 1758 (2023)
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Yunchang Wang, Jiang Cai, Junlong Zhou, Jin Sun, Yang Xu, Yi Zhang, Zhihui Wei, Javier Plaza, Antonio Plaza, Zebin Wu:
CE-RX: A Collaborative Cloud-Edge Anomaly Detection Approach for Hyperspectral Images. Remote. Sens. 15(17): 4242 (2023)
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  - journals/staeors/Rodriguez-Garlito23
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Elena Cristina Rodríguez-Garlito, Abel Paz-Gallardo, Antonio Plaza:
Monitoring the Spatiotemporal Distribution of Invasive Aquatic Plants in the Guadiana River, Spain. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 228-241 (2023)
[j361]
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Elena Cristina Rodríguez-Garlito, Abel Paz-Gallardo, Antonio Plaza:
Mapping Invasive Aquatic Plants in Sentinel-2 Images Using Convolutional Neural Networks Trained With Spectral Indices. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 2889-2899 (2023)
[j360]
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  - journals/staeors/LanYXP23
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Yang Lan, Hanwen Yu, Mengdao Xing, Antonio Plaza:
A Cluster-Analysis and Convex Hull-Based Fast Large-Scale Phase Unwrapping Method for Single- and Multibaseline SAR Interferograms. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 5416-5429 (2023)
[j359]
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Emanuele Torti, Elisa Marenzi, Giovanni Danese, Antonio J. Plaza, Francesco Leporati:
Spatial-Spectral Feature Extraction With Local Covariance Matrix From Hyperspectral Images Through Hybrid Parallelization. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 7412-7421 (2023)
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Yuanchao Su, Lianru Gao, Mengying Jiang, Antonio Plaza, Xu Sun, Bing Zhang:
NSCKL: Normalized Spectral Clustering With Kernel-Based Learning for Semisupervised Hyperspectral Image Classification. IEEE Trans. Cybern. 53(10): 6649-6662 (2023)
[j357]
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Yang-Jun Deng, Heng-Chao Li, Siqiao Tan, Junhui Hou, Qian Du, Antonio Plaza:
t-Linear Tensor Subspace Learning for Robust Feature Extraction of Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023)
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Lianru Gao, Degang Wang, Lina Zhuang, Xu Sun, Min Huang, Antonio Plaza:
BS³LNet: A New Blind-Spot Self-Supervised Learning Network for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 61: 1-18 (2023)
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Lin He, Xinyi Li, Xinguo He, Jun Li, Shuang Song, Antonio Plaza:
VSP-Based Warping for Stitching Many UAV Images. IEEE Trans. Geosci. Remote. Sens. 61: 1-17 (2023)
[j354]
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Lin He, Dahan Xi, Jun Li, Honghao Lai, Antonio Plaza, Jocelyn Chanussot:
Dynamic Hyperspectral Pansharpening CNNs. IEEE Trans. Geosci. Remote. Sens. 61: 1-19 (2023)
[j353]
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Heng-Chao Li, Zhi-Xin Lin, Tian-Yu Ma, Xi-Le Zhao, Antonio Plaza, William J. Emery:
Hybrid Fully Connected Tensorized Compression Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-16 (2023)
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Bingkun Liang, Fan Li, Shaoquan Zhang, Antonio Plaza, Chengzhi Deng, Pengfei Lai, Jiajun Zheng, Shengqian Wang, Dingli Su:
Local Spectral Similarity-Guided Sparse Unmixing of Hyperspectral Images With Spatial Graph Regularization. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023)
[j351]
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Lianhui Liang, Ying Zhang, Shaoquan Zhang, Jun Li, Antonio Plaza, Xudong Kang:
Fast Hyperspectral Image Classification Combining Transformers and SimAM-Based CNNs. IEEE Trans. Geosci. Remote. Sens. 61: 1-19 (2023)
[j350]
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Xiaolong Liao, Bing Tu, Jun Li, Antonio Plaza:
Class-wise Graph Embedding-Based Active Learning for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-13 (2023)
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Xiaobo Liu, Xiang Li, Haoran Dai, Xudong Kang, Antonio Plaza, Wenjie Zu:
Mun-GAN: A Multiscale Unsupervised Network for Remote Sensing Image Pansharpening. IEEE Trans. Geosci. Remote. Sens. 61: 1-18 (2023)
[j348]
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Pengyu Lu, Xinwei Jiang, Yongshan Zhang, Xiaobo Liu, Zhihua Cai, Junjun Jiang, Antonio Plaza:
Spectral-Spatial and Superpixelwise Unsupervised Linear Discriminant Analysis for Feature Extraction and Classification of Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023)
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Mercedes Eugenia Paoletti, Sergio Moreno-Álvarez, Yu Xue, Juan Mario Haut, Antonio Plaza:
AAtt-CNN: Automatic Attention-Based Convolutional Neural Networks for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-18 (2023)
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Mercedes Eugenia Paoletti, Xuanwen Tao, Lirong Han, Zhaoyue Wu, Sergio Moreno-Álvarez, Swalpa Kumar Roy, Antonio Plaza, Juan Mario Haut:
Parameter-Free Attention Network for Spectral-Spatial Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-17 (2023)
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Swalpa Kumar Roy, Ankur Deria, Danfeng Hong, Behnood Rasti, Antonio Plaza, Jocelyn Chanussot:
Multimodal Fusion Transformer for Remote Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-20 (2023)
[j344]
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Swalpa Kumar Roy, Ankur Deria, Chiranjibi Shah, Juan Mario Haut, Qian Du, Antonio Plaza:
Spectral-Spatial Morphological Attention Transformer for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023)
[j343]
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Yuanchao Su, Jiangyi Chen, Lianru Gao, Antonio Plaza, Mengying Jiang, Xiang Xu, Xu Sun, Pengfei Li:
ACGT-Net: Adaptive Cuckoo Refinement-Based Graph Transfer Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023)
[j342]
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Yuxi Sun, Yunming Ye, Jian Kang, Rubén Fernández-Beltran, Shanshan Feng, Xutao Li, Chuyao Luo, Puzhao Zhang, Antonio Plaza:
Cross-View Object Geo-Localization in a Local Region With Satellite Imagery. IEEE Trans. Geosci. Remote. Sens. 61: 1-16 (2023)
[j341]
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Yuxi Sun, Yunming Ye, Jian Kang, Rubén Fernández-Beltran, Xutao Li, Zhenyu Xiong, Xu Huang, Antonio Plaza:
Consistency Center-Based Deep Cross-Modal Hashing for Multisource Remote Sensing Image Retrieval. IEEE Trans. Geosci. Remote. Sens. 61: 1-16 (2023)
[j340]
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Bing Tu, Wangquan He, Qianming Li, Yishu Peng, Antonio Plaza:
A New Context-Aware Framework for Defending Against Adversarial Attacks in Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023)
[j339]
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Degang Wang, Lina Zhuang, Lianru Gao, Xu Sun, Min Huang, Antonio J. Plaza:
PDBSNet: Pixel-Shuffle Downsampling Blind-Spot Reconstruction Network for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023)
[j338]
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Degang Wang, Lina Zhuang, Lianru Gao, Xu Sun, Min Huang, Antonio Plaza:
BockNet: Blind-Block Reconstruction Network With a Guard Window for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 61: 1-16 (2023)
[j337]
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Zhaoyue Wu, Mercedes Eugenia Paoletti, Hongjun Su, Xuanwen Tao, Lirong Han, Juan Mario Haut, Antonio Plaza:
Background-Guided Deformable Convolutional Autoencoder for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 61: 1-16 (2023)
[j336]
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Zhuoyi Zhao, Xiang Xu, Jun Li, Shutao Li, Antonio Plaza:
Gabor-Modulated Grouped Separable Convolutional Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-17 (2023)
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Jun Hu, Shanshan Wu, Zebin Wu, Yi Zhang, Javier Plaza, Antonio Plaza:
Hyperspectral and Multispectral Image Fusion Target Detection based on Cloud-Edge Collaboration. IGARSS 2023: 6564-6567
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Zhaoyue Wu, Xuanwen Tao, Mercedes Eugenia Paoletti, Juan Mario Haut, Rafael Pastor Vargas, Antonio Plaza:
Deep Unrolling Network with Active Dictionary Learning for Hyperspectral Anomaly Detection. WHISPERS 2023: 1-5
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  - journals/corr/abs-2311-07113
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Danfeng Hong, Bing Zhang, Xuyang Li, Yuxuan Li, Chenyu Li, Jing Yao, Naoto Yokoya, Hao Li, Pedram Ghamisi, Xiuping Jia, Antonio Plaza, Paolo Gamba, Jón Atli Benediktsson, Jocelyn Chanussot:
SpectralGPT: Spectral Foundation Model. CoRR abs/2311.07113 (2023)
2022
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Liang Lv, Tao Chen, Jie Dou, Antonio Plaza:
A hybrid ensemble-based deep-learning framework for landslide susceptibility mapping. Int. J. Appl. Earth Obs. Geoinformation 108: 102713 (2022)
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Jian Kang, Rubén Fernández-Beltran, Sicong Liu, Antonio Plaza:
Toward Tightness of Scalable Neighborhood Component Analysis for Remote-Sensing Image Characterization. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022)
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Jose L. García, Mercedes Eugenia Paoletti, Luis-Ignacio Jimenez, Juan Mario Haut, Antonio Plaza:
Efficient Semantic Segmentation of Hyperspectral Images Using Adaptable Rectangular Convolution. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022)
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Juan Mario Haut, Adrián Alcolea, Mercedes Eugenia Paoletti, Javier Plaza, Javier Resano, Antonio Plaza:
GPU-Friendly Neural Networks for Remote Sensing Scene Classification. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022)
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Jian Kang, Rubén Fernández-Beltran, Xian Sun, Jingen Ni, Antonio Plaza:
Deep Learning-Based Building Footprint Extraction With Missing Annotations. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022)
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Mercedes Paoletti, Juan Mario Haut, Tayeb Alipourfard, Swalpa Kumar Roy, Eligius M. T. Hendrix, Antonio Plaza:
Separable Attention Network in Single- and Mixed-Precision Floating Point for Land-Cover Classification of Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022)
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Xuanwen Tao, Mercedes Eugenia Paoletti, Juan Mario Haut, Lirong Han, Peng Ren, Javier Plaza, Antonio Plaza:
Endmember Estimation From Hyperspectral Images Using Geometric Distances. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022)
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Shervin Minaee, Yuri Boykov, Fatih Porikli, Antonio Plaza, Nasser Kehtarnavaz, Demetri Terzopoulos:
Image Segmentation Using Deep Learning: A Survey. IEEE Trans. Pattern Anal. Mach. Intell. 44(7): 3523-3542 (2022)
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Bing Tu, Yu Zhu, Chengle Zhou, Siyuan Chen, Antonio Plaza:
Optimized Spatial Gradient Transfer for Hyperspectral-LiDAR Data Classification. Remote. Sens. 14(8): 1814 (2022)
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Bing Tu, Wangquan He, Wei He, Xianfeng Ou, Antonio Plaza:
Hyperspectral Classification via Global-Local Hierarchical Weighting Fusion Network. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 184-200 (2022)
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Tao Chen, Zhiyuan Lu, Yue Yang, Yuxiang Zhang, Bo Du, Antonio Plaza:
A Siamese Network Based U-Net for Change Detection in High Resolution Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 2357-2369 (2022)
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Tao Chen, Xiaoxiong Zheng, Ruiqing Niu, Antonio Plaza:
Open-Pit Mine Area Mapping With Gaofen-2 Satellite Images Using U-Net+. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 3589-3599 (2022)
[j323]
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Xin-Ru Feng, Heng-Chao Li, Rui Wang, Qian Du, Xiuping Jia, Antonio Plaza:
Hyperspectral Unmixing Based on Nonnegative Matrix Factorization: A Comprehensive Review. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 4414-4436 (2022)
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Bing Tu, Xiaolong Liao, Qianming Li, Chengle Zhou, Antonio Plaza:
Multi-resolution Pyramid Enhanced Non-local Feature Extraction for Hyperspectral Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 5865-5879 (2022)
[j321]
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Xuanwen Tao, Mercedes Eugenia Paoletti, Lirong Han, Zhaoyue Wu, Peng Ren, Javier Plaza, Antonio Plaza, Juan Mario Haut:
A New Deep Convolutional Network for Effective Hyperspectral Unmixing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 6999-7012 (2022)
[j320]
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  - journals/staeors/LiSHCMLP22
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Yunfei Li, Qian Shi, Lin He, Runlin Cai, Liangli Meng, Jun Li, Antonio Plaza:
Fusing Sentinel-2 and Landsat-8 Surface Reflectance Data via Pixel-Wise Local Normalization. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 7359-7374 (2022)
[j319]
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  - journals/staeors/Rodriguez-Garlito22
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Elena Cristina Rodríguez-Garlito, Abel Paz-Gallardo, Antonio Plaza:
Automatic Detection of Aquatic Weeds: A Case Study in the Guadiana River, Spain. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 8567-8585 (2022)
[j318]
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Lin He, Jiawei Zhu, Jun Li, Antonio Plaza, Jocelyn Chanussot, Zhuliang Yu:
CNN-Based Hyperspectral Pansharpening With Arbitrary Resolution. IEEE Trans. Geosci. Remote. Sens. 60: 1-21 (2022)
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Tao Chen, Yang Liu, Yuxiang Zhang, Bo Du, Antonio Plaza:
Superpixel-Based Collaborative and Low-Rank Regularization for Sparse Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022)
[j316]
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Jialong Chen, Yuebin Wang, Liqiang Zhang, Meiling Liu, Antonio Plaza:
DRFL-VAT: Deep Representative Feature Learning With Virtual Adversarial Training for Semisupervised Classification of Hyperspectral Image. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022)
[j315]
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Lirong Han, Peng Li, Antonio Plaza, Peng Ren:
Hashing for Localization (HfL): A Baseline for Fast Localizing Objects in a Large-Scale Scene. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022)
[j314]
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Lin He, Jinhua Xie, Jun Li, Antonio Plaza, Jocelyn Chanussot, Jiawei Zhu:
Variable Subpixel Convolution Based Arbitrary-Resolution Hyperspectral Pansharpening. IEEE Trans. Geosci. Remote. Sens. 60: 1-19 (2022)
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Danfeng Hong, Zhu Han, Jing Yao, Lianru Gao, Bing Zhang, Antonio Plaza, Jocelyn Chanussot:
SpectralFormer: Rethinking Hyperspectral Image Classification With Transformers. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022)
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Wen-Shuai Hu, Heng-Chao Li, Rui Wang, Feng Gao, Qian Du, Antonio Plaza:
Pseudo Complex-Valued Deformable ConvLSTM Neural Network With Mutual Attention Learning for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-17 (2022)
[j311]
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Jian Kang, Rubén Fernández-Beltran, Zhirui Wang, Xian Sun, Jingen Ni, Antonio Plaza:
Rotation-Invariant Deep Embedding for Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022)
[j310]
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Jian Kang, Zhirui Wang, Ruoxin Zhu, Junshi Xia, Xian Sun, Rubén Fernández-Beltran, Antonio Plaza:
DisOptNet: Distilling Semantic Knowledge From Optical Images for Weather-Independent Building Segmentation. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022)
[j309]
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Heng-Chao Li, Xin-Ru Feng, Donghai Zhai, Qian Du, Antonio Plaza:
Self-Supervised Robust Deep Matrix Factorization for Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022)
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Jun Li, Yunfei Li, Runlin Cai, Lin He, Jin Chen, Antonio Plaza:
Enhanced Spatiotemporal Fusion via MODIS-Like Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-17 (2022)
[j307]
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Xiaobo Liu, Xin Gong, Antonio Plaza, Zhihua Cai, Xiao Xiao, Xinwei Jiang, Xiang Li:
MO-CNN: Multiobjective Optimization of Convolutional Neural Networks for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022)
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Li Liu, Yuebin Wang, Junhuan Peng, Antonio Plaza:
DFLLR: Deep Feature Learning With Latent Relationship Embedding for Remote Sensing Image Retrieval. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022)
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Zhenjie Liu, Jianming Xu, Jun Li, Antonio Plaza, Shaoquan Zhang, Lizhe Wang:
Moving Ship Optimal Association for Maritime Surveillance: Fusing AIS and Sentinel-2 Data. IEEE Trans. Geosci. Remote. Sens. 60: 1-18 (2022)
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Tian-Yu Ma, Heng-Chao Li, Rui Wang, Qian Du, Xiuping Jia, Antonio Plaza:
Lightweight Tensorized Neural Networks for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022)
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Shaohui Mei, Xiaofeng Chen, Yifan Zhang, Jun Li, Antonio Plaza:
Accelerating Convolutional Neural Network-Based Hyperspectral Image Classification by Step Activation Quantization. IEEE Trans. Geosci. Remote. Sens. 60: 1-12 (2022)
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Swalpa Kumar Roy, Ankur Deria, Danfeng Hong, Muhammad Ahmad, Antonio Plaza, Jocelyn Chanussot:
Hyperspectral and LiDAR Data Classification Using Joint CNNs and Morphological Feature Learning. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022)
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Swalpa Kumar Roy, Juan Mario Haut, Mercedes Eugenia Paoletti, Shiv Ram Dubey, Antonio Plaza:
Generative Adversarial Minority Oversampling for Spectral-Spatial Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022)
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Swalpa Kumar Roy, Purbayan Kar, Danfeng Hong, Xin Wu, Antonio Plaza, Jocelyn Chanussot:
Revisiting Deep Hyperspectral Feature Extraction Networks via Gradient Centralized Convolution. IEEE Trans. Geosci. Remote. Sens. 60: 1-19 (2022)
[j299]
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Yuxi Sun, Yunming Ye, Jian Kang, Rubén Fernández-Beltran, Yifang Ban, Xutao Li, Bowen Zhang, Antonio Plaza:
Multisource Data Reconstruction-Based Deep Unsupervised Hashing for Unisource Remote Sensing Image Retrieval. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022)
[j298]
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Xuanwen Tao, Mercedes Eugenia Paoletti, Lirong Han, Juan Mario Haut, Peng Ren, Javier Plaza, Antonio Plaza:
Fast Orthogonal Projection for Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022)
[j297]
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Bing Tu, Xiaolong Liao, Qianming Li, Yishu Peng, Antonio Plaza:
Local Semantic Feature Aggregation-Based Transformer for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022)
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Bing Tu, Zhi Wang, Huiting Ouyang, Xianchang Yang, Jun Li, Antonio Plaza:
Hyperspectral Anomaly Detection Using the Spectral-Spatial Graph. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022)
[j295]
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Bing Tu, Xianchang Yang, Xianfeng Ou, Guoyun Zhang, Jun Li, Antonio Plaza:
Ensemble Entropy Metric for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 60: 1-17 (2022)
[j294]
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Xueqian Wang, Gang Li, Antonio Plaza, You He:
Ship Detection in SAR Images by Aggregating Densities of Fisher Vectors: Extension to a Global Perspective. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022)
[j293]
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Xueqian Wang, Gang Li, Antonio Plaza, You He:
Revisiting SLIC: Fast Superpixel Segmentation of Marine SAR Images Using Density Features. IEEE Trans. Geosci. Remote. Sens. 60: 1-18 (2022)
[j292]
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Zhaoyue Wu, Hongjun Su, Xuanwen Tao, Lirong Han, Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio Plaza:
Hyperspectral Anomaly Detection With Relaxed Collaborative Representation. IEEE Trans. Geosci. Remote. Sens. 60: 1-17 (2022)
[j291]
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Shaoquan Zhang, Guorong Zhang, Fan Li, Chengzhi Deng, Shengqian Wang, Antonio Plaza, Jun Li:
Spectral-Spatial Hyperspectral Unmixing Using Nonnegative Matrix Factorization. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022)
[j290]
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Xudong Zhao, Li Liu, Yuebin Wang, Liqiang Zhang, Antonio Plaza:
DS⁴L: Deep Semisupervised Shared Subspace Learning for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022)
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Shangdong Zheng, Zebin Wu, Yang Xu, Zhihui Wei, Antonio Plaza:
Learning Orientation Information From Frequency-Domain for Oriented Object Detection in Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-12 (2022)
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Bing Tu, Zhi Wang, Xianchang Yang, Jun Li, Antonio Plaza:
Hyperspectral Anomaly Detection Using Quantum Potential Clustering. IEEE Trans. Instrum. Meas. 71: 1-13 (2022)
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Bing Tu, Chengle Zhou, Wenlan Kuang, Siyuan Chen, Antonio Plaza:
Multiattribute Sample Learning for Hyperspectral Image Classification Using Hierarchical Peak Attribute Propagation. IEEE Trans. Instrum. Meas. 71: 1-17 (2022)
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Heng-Chao Li, Wen-Shuai Hu, Wei Li, Jun Li, Qian Du, Antonio Plaza:
A³ CLNN: Spatial, Spectral and Multiscale Attention ConvLSTM Neural Network for Multisource Remote Sensing Data Classification. IEEE Trans. Neural Networks Learn. Syst. 33(2): 747-761 (2022)
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Yunfei Li, Jun Li, Antonio Plaza:
A Noise Proof Strategy for Spatio-Temporal Fusion of Remote Sensing Imagery. IGARSS 2022: 895-898
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Xuanwen Tao, Mercedes Eugenia Paoletti, Lirong Han, Zhaoyue Wu, Luis Ignacio Jiménez Gil, Juan Mario Haut, Peng Ren, Javier Plaza, Antonio J. Plaza:
A New 3D Convolution Network for Hyperspectral Unmixing. IGARSS 2022: 1620-1623
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Zhaoyue Wu, Hongjun Su, Xuanwen Tao, Lirong Han, Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio J. Plaza:
Adaptive Dictionary Construction for Hyperspectral Anomaly Detection Based on Collaborative Representation. IGARSS 2022: 1979-1982
[i11]
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Swalpa Kumar Roy, Ankur Deria, Danfeng Hong, Behnood Rasti, Antonio Plaza, Jocelyn Chanussot:
Multimodal Fusion Transformer for Remote Sensing Image Classification. CoRR abs/2203.16952 (2022)
[i10]
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Heng-Chao Li, Wen-Shuai Hu, Wei Li, Jun Li, Qian Du, Antonio Plaza:
A3CLNN: Spatial, Spectral and Multiscale Attention ConvLSTM Neural Network for Multisource Remote Sensing Data Classification. CoRR abs/2204.04462 (2022)
[i9]
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  - journals/corr/abs-2204-09120
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Jun Yue, Leyuan Fang, Pedram Ghamisi, Weiying Xie, Jun Li, Jocelyn Chanussot, Antonio J. Plaza:
Optical Remote Sensing Image Understanding with Weak Supervision: Concepts, Methods, and Perspectives. CoRR abs/2204.09120 (2022)
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  - journals/corr/abs-2205-09933
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Xin-Ru Feng, Heng-Chao Li, Rui Wang, Qian Du, Xiuping Jia, Antonio Plaza:
Hyperspectral Unmixing Based on Nonnegative Matrix Factorization: A Comprehensive Review. CoRR abs/2205.09933 (2022)
2021
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Wen-Shuai Hu, Heng-Chao Li, Yang-Jun Deng, Xian Sun, Qian Du, Antonio Plaza:
Lightweight Tensor Attention-Driven ConvLSTM Neural Network for Hyperspectral Image Classification. IEEE J. Sel. Top. Signal Process. 15(3): 734-745 (2021)
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Rubén Fernández-Beltran, Begüm Demir, Filiberto Pla, Antonio Plaza:
Unsupervised Remote Sensing Image Retrieval Using Probabilistic Latent Semantic Hashing. IEEE Geosci. Remote. Sens. Lett. 18(2): 256-260 (2021)
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Tayeb Alipourfard, Mercedes Eugenia Paoletti, Juan Mario Haut, Hossein Arefi, Javier Plaza, Antonio Plaza:
Multibranch Selective Kernel Networks for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 18(6): 1089-1093 (2021)
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Mercedes Eugenia Paoletti, Juan Mario Haut, Pedram Ghamisi, Naoto Yokoya, Javier Plaza, Antonio Plaza:
U-IMG2DSM: Unpaired Simulation of Digital Surface Models With Generative Adversarial Networks. IEEE Geosci. Remote. Sens. Lett. 18(7): 1288-1292 (2021)
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Juan Mario Haut, Mercedes Eugenia Paoletti, Sergio Moreno-Álvarez, Javier Plaza, Juan-Antonio Rico-Gallego, Antonio Plaza:
Distributed Deep Learning for Remote Sensing Data Interpretation. Proc. IEEE 109(8): 1320-1349 (2021)
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Peng Zheng, Zebin Wu, Jin Sun, Yi Zhang, Yaoqin Zhu, Yuan Shen, Jiandong Yang, Zhihui Wei, Antonio Plaza:
A Parallel Unmixing-Based Content Retrieval System for Distributed Hyperspectral Imagery Repository on Cloud Computing Platforms. Remote. Sens. 13(2): 176 (2021)
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Xuanwen Tao, Mercedes Eugenia Paoletti, Juan Mario Haut, Peng Ren, Javier Plaza, Antonio Plaza:
Endmember Estimation with Maximum Distance Analysis. Remote. Sens. 13(4): 713 (2021)
[j278]
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Xueqian Wang, You He, Gang Li, Antonio Plaza:
Adaptive Superpixel Segmentation of Marine SAR Images by Aggregating Fisher Vectors. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 2058-2069 (2021)
[j277]
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  - journals/staeors/KangFKNP21
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Jian Kang, Rubén Fernández-Beltran, Xudong Kang, Jingen Ni, Antonio Plaza:
Noise-Tolerant Deep Neighborhood Embedding for Remotely Sensed Images With Label Noise. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 2551-2562 (2021)
[j276]
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Alejandro Redondo, Juan Mario Haut, Mercedes Eugenia Paoletti, Xuanwen Tao, Javier Plaza, Antonio Plaza:
Analysis of Remotely Sensed Images Through Social Media. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 3026-3039 (2021)
[j275]
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Rubén Fernández-Beltran, Filiberto Pla, Jian Kang, José F. Moreno, Antonio Plaza:
Sentinel-3/FLEX Biophysical Product Confidence Using Sentinel-2 Land-Cover Spatial Distributions. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 3447-3461 (2021)
[j274]
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Haojie Cai, Tao Chen, Ruiqing Niu, Antonio Plaza:
Landslide Detection Using Densely Connected Convolutional Networks and Environmental Conditions. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 5235-5247 (2021)
[j273]
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Xiao Gao, Tao Chen, Ruiqing Niu, Antonio Plaza:
Recognition and Mapping of Landslide Using a Fully Convolutional DenseNet and Influencing Factors. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 7881-7894 (2021)
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Swalpa Kumar Roy, Ranjan Mondal, Mercedes Eugenia Paoletti, Juan Mario Haut, Antonio Plaza:
Morphological Convolutional Neural Networks for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 8689-8702 (2021)
[j271]
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Chengle Zhou, Bing Tu, Nanying Li, Wei He, Antonio Plaza:
Structure-Aware Multikernel Learning for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 9837-9854 (2021)
[j270]
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Jian Kang, Zhirui Wang, Ruoxin Zhu, Xian Sun, Rubén Fernández-Beltran, Antonio Plaza:
PiCoCo: Pixelwise Contrast and Consistency Learning for Semisupervised Building Footprint Segmentation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 10548-10559 (2021)
[j269]
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Tong Liu, Tao Chen, Ruiqing Niu, Antonio Plaza:
Landslide Detection Mapping Employing CNN, ResNet, and DenseNet in the Three Gorges Reservoir, China. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 11417-11428 (2021)
[j268]
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Lulu Wan, Tao Chen, Antonio Plaza, Haojie Cai:
Hyperspectral Unmixing Based on Spectral and Sparse Deep Convolutional Neural Networks. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 11669-11682 (2021)
[j267]
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Bingkun Liang, Chenying Liu, Jun Li, Antonio Plaza, José M. Bioucas-Dias:
Semisupervised Discriminative Random Field for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 12403-12414 (2021)
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Zebin Wu, Jin Sun, Yi Zhang, Yaoqin Zhu, Jun Li, Antonio Plaza, Jón Atli Benediktsson, Zhihui Wei:
Scheduling-Guided Automatic Processing of Massive Hyperspectral Image Classification on Cloud Computing Architectures. IEEE Trans. Cybern. 51(7): 3588-3601 (2021)
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Jian Kang, Rubén Fernández-Beltran, Puhong Duan, Sicong Liu, Antonio J. Plaza:
Deep Unsupervised Embedding for Remotely Sensed Images Based on Spatially Augmented Momentum Contrast. IEEE Trans. Geosci. Remote. Sens. 59(3): 2598-2610 (2021)
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Jian Kang, Rubén Fernández-Beltran, Danfeng Hong, Jocelyn Chanussot, Antonio Plaza:
Graph Relation Network: Modeling Relations Between Scenes for Multilabel Remote-Sensing Image Classification and Retrieval. IEEE Trans. Geosci. Remote. Sens. 59(5): 4355-4369 (2021)
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Mercedes Eugenia Paoletti, Juan Mario Haut, Xuanwen Tao, Javier Plaza, Antonio Plaza:
FLOP-Reduction Through Memory Allocations Within CNN for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 59(7): 5938-5952 (2021)
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Danfeng Hong, Lianru Gao, Jing Yao, Bing Zhang, Antonio Plaza, Jocelyn Chanussot:
Graph Convolutional Networks for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 59(7): 5966-5978 (2021)
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Zhenjie Liu, Qiang Qiu, Jun Li, Lizhe Wang, Antonio Plaza:
Geographic Optimal Transport for Heterogeneous Data: Fusing Remote Sensing and Social Media. IEEE Trans. Geosci. Remote. Sens. 59(8): 6935-6945 (2021)
[j260]
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Yuanchao Su, Xiang Xu, Jun Li, Hairong Qi, Paolo Gamba, Antonio Plaza:
Deep Autoencoders With Multitask Learning for Bilinear Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 59(10): 8615-8629 (2021)
[j259]
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Jian Kang, Rubén Fernández-Beltran, Puhong Duan, Xudong Kang, Antonio J. Plaza:
Robust Normalized Softmax Loss for Deep Metric Learning-Based Characterization of Remote Sensing Images With Label Noise. IEEE Trans. Geosci. Remote. Sens. 59(10): 8798-8811 (2021)
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Xueqian Wang, Gang Li, Antonio Plaza, You He:
Ship Detection in SAR Images via Enhanced Nonnegative Sparse Locality-Representation of Fisher Vectors. IEEE Trans. Geosci. Remote. Sens. 59(11): 9424-9438 (2021)
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Mercedes Eugenia Paoletti, Juan Mario Haut, Nuno S. Pereira, Javier Plaza, Antonio Plaza:
Ghostnet for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 59(12): 10378-10393 (2021)
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Mercedes Eugenia Paoletti, Xuanwen Tao, Juan Mario Haut, Sergio Moreno-Álvarez, Antonio Plaza:
Deep mixed precision for hyperspectral image classification. J. Supercomput. 77(8): 9190-9201 (2021)
[j255]
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Chenying Liu, Jun Li, Lin He, Antonio Plaza, Shutao Li, Bo Li:
Naive Gabor Networks for Hyperspectral Image Classification. IEEE Trans. Neural Networks Learn. Syst. 32(1): 376-390 (2021)
[c179]
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  - conf/igarss/PlazaLF21
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Antonio Plaza, Jun Li, Mário A. T. Figueiredo:
An Overview of the Contributions of Jose Manuel Bioucas-Dias to Remote Sensing Image Processing. IGARSS 2021: 13-16
[c178]
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Jian Kang, Rubén Fernández-Beltran, Antonio Plaza:
Generalized Scalable Neighborhood Component Analysis for Single and Multi-Label Remote Sensing Image Characterization. IGARSS 2021: 2150-2153
[c177]
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Xuanwen Tao, Lirong Han, Mercedes Eugenia Paoletti, Swalpa Kumar Roy, Javier Plaza, Juan Mario Haut, Antonio Plaza:
Multiple Incremental Kernel Convolution for Land Cover Classification of Remotely Sensed Images. IGARSS 2021: 2548-2551
[c176]
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Jian Kang, Rubén Fernández-Beltran, Puhong Duan, Xudong Kang, Antonio Plaza:
Robust Deep Metric Learning for Remote Sensing Images with Noisy Annotations. IGARSS 2021: 2552-2555
[c175]
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Zhenjie Liu, Jun Li, Javier Plaza, Antonio Plaza:
Subspace Optimal Transport for Spatial Bias Correction of Social Media Data: A Case Study of 2013 Boulder Flood Event. IGARSS 2021: 3249-3252
[c174]
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Swalpa Kumar Roy, Mercedes Eugenia Paoletti, Juan Mario Haut, Eligius M. T. Hendrix, Antonio Plaza:
A New Max-Min Convolutional Network for Hyperspectral Image Classification. WHISPERS 2021: 1-5
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Swalpa Kumar Roy, Mercedes Eugenia Paoletti, Juan Mario Haut, Shiv Ram Dubey, Purbayan Kar, Antonio Plaza, Bidyut B. Chaudhuri:
AngularGrad: A New Optimization Technique for Angular Convergence of Convolutional Neural Networks. CoRR abs/2105.10190 (2021)
[i6]
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  - journals/corr/abs-2107-02988
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Danfeng Hong, Zhu Han, Jing Yao, Lianru Gao, Bing Zhang, Antonio Plaza, Jocelyn Chanussot:
SpectralFormer: Rethinking Hyperspectral Image Classification with Transformers. CoRR abs/2107.02988 (2021)
2020
[j254]
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  - journals/chinaf/HeFP20
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Nanjun He, Leyuan Fang, Antonio Plaza:
Hybrid first and second order attention Unet for building segmentation in remote sensing images. Sci. China Inf. Sci. 63(4) (2020)
[j253]
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Jun Li, Yunfei Li, Lin He, Jin Chen, Antonio Plaza:
Spatio-temporal fusion for remote sensing data: an overview and new benchmark. Sci. China Inf. Sci. 63(4) (2020)
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Yunfei Li, Jun Li, Lin He, Jin Chen, Antonio Plaza:
A new sensor bias-driven spatio-temporal fusion model based on convolutional neural networks. Sci. China Inf. Sci. 63(4) (2020)
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Feng Xu, Cheng Hu, Jun Li, Antonio Plaza, Mihai Datcu:
Special focus on deep learning in remote sensing image processing. Sci. China Inf. Sci. 63(4) (2020)
[j250]
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Boxi Shen, Xiang Xu, Jun Li, Antonio Plaza, Qunying Huang:
Unfolding Spatial-Temporal Patterns of Taxi Trip based on an Improved Network Kernel Density Estimation. ISPRS Int. J. Geo Inf. 9(11): 683 (2020)
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Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio Plaza:
Neighboring Region Dropout for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 17(6): 1032-1036 (2020)
[j248]
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Rubén Fernández-Beltran, Filiberto Pla, Antonio Plaza:
Endmember Extraction From Hyperspectral Imagery Based on Probabilistic Tensor Moments. IEEE Geosci. Remote. Sens. Lett. 17(12): 2120-2124 (2020)
[j247]
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  - journals/remotesensing/AlcoleaPHRP20
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Adrián Alcolea, Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Resano, Antonio Plaza:
Inference in Supervised Spectral Classifiers for On-Board Hyperspectral Imaging: An Overview. Remote. Sens. 12(3): 534 (2020)
[j246]
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Mercedes Eugenia Paoletti, Juan Mario Haut, Xuanwen Tao, Javier Plaza, Antonio Plaza:
A New GPU Implementation of Support Vector Machines for Fast Hyperspectral Image Classification. Remote. Sens. 12(8): 1257 (2020)
[j245]
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Chiman Kwan, David Gribben, Bulent Ayhan, Sergio Bernabé, Antonio Plaza, Massimo Selva:
Improving Land Cover Classification Using Extended Multi-Attribute Profiles (EMAP) Enhanced Color, Near Infrared, and LiDAR Data. Remote. Sens. 12(9): 1392 (2020)
[j244]
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Chiman Kwan, Bulent Ayhan, Bence Budavari, Yan Lu, Daniel Pérez, Jiang Li, Sergio Bernabé, Antonio Plaza:
Deep Learning for Land Cover Classification Using Only a Few Bands. Remote. Sens. 12(12): 2000 (2020)
[j243]
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Jian Kang, Rubén Fernández-Beltran, Zhen Ye, Xiaohua Tong, Pedram Ghamisi, Antonio Plaza:
High-Rankness Regularized Semi-Supervised Deep Metric Learning for Remote Sensing Imagery. Remote. Sens. 12(16): 2603 (2020)
[j242]
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Chiman Kwan, David Gribben, Bulent Ayhan, Jiang Li, Sergio Bernabé, Antonio Plaza:
An Accurate Vegetation and Non-Vegetation Differentiation Approach Based on Land Cover Classification. Remote. Sens. 12(23): 3880 (2020)
[j241]
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  - journals/remotesensing/ChenHNZP20
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Tao Chen, Naixun Hu, Ruiqing Niu, Na Zhen, Antonio Plaza:
Object-Oriented Open-Pit Mine Mapping Using Gaofen-2 Satellite Image and Convolutional Neural Network, for the Yuzhou City, China. Remote. Sens. 12(23): 3895 (2020)
[j240]
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Miguel Sánchez, Aurora Cuartero, Manuel Barrena, Antonio Plaza:
A New Method for Positional Accuracy Analysis in Georeferenced Satellite Images without Independent Ground Control Points. Remote. Sens. 12(24): 4132 (2020)
[j239]
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  - journals/staeors/ShahZTP20
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Dharambhai Shah, Tanish Zaveri, Yogesh N. Trivedi, Antonio Plaza:
Entropy-Based Convex Set Optimization for Spatial-Spectral Endmember Extraction From Hyperspectral Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 4200-4213 (2020)
[j238]
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Xiang Xu, Jun Li, Shutao Li, Antonio Plaza:
Curvelet Transform Domain-Based Sparse Nonnegative Matrix Factorization for Hyperspectral Unmixing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 4908-4924 (2020)
[j237]
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Lin He, Jiawei Zhu, Jun Li, Deyu Meng, Jocelyn Chanussot, Antonio Plaza:
Spectral-Fidelity Convolutional Neural Networks for Hyperspectral Pansharpening. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 5898-5914 (2020)
[j236]
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Jian Kang, Rubén Fernández-Beltran, Zhen Ye, Xiaohua Tong, Antonio Plaza:
Deep Hashing Based on Class-Discriminated Neighborhood Embedding. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 5998-6007 (2020)
[j235]
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Mercedes Paoletti, Juan Mario Haut, Javier Plaza, Antonio Plaza:
Neural Ordinary Differential Equations for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 58(3): 1718-1734 (2020)
[j234]
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Alessandro Maffei, Juan Mario Haut, Mercedes Eugenia Paoletti, Javier Plaza, Lorenzo Bruzzone, Antonio Plaza:
A Single Model CNN for Hyperspectral Image Denoising. IEEE Trans. Geosci. Remote. Sens. 58(4): 2516-2529 (2020)
[j233]
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Xiang Xu, Jun Li, Shutao Li, Antonio Plaza:
Generalized Morphological Component Analysis for Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 58(4): 2817-2832 (2020)
[j232]
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Bing Tu, Chengle Zhou, Danbing He, Siyuan Huang, Antonio Plaza:
Hyperspectral Classification With Noisy Label Detection via Superpixel-to-Pixel Weighting Distance. IEEE Trans. Geosci. Remote. Sens. 58(6): 4116-4131 (2020)
[j231]
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Peng Li, Lirong Han, Xuanwen Tao, Xiaoyu Zhang, Christos Grecos, Antonio Plaza, Peng Ren:
Hashing Nets for Hashing: A Quantized Deep Learning to Hash Framework for Remote Sensing Image Retrieval. IEEE Trans. Geosci. Remote. Sens. 58(10): 7331-7345 (2020)
[j230]
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Bing Tu, Xianchang Yang, Chengle Zhou, Danbing He, Antonio Plaza:
Hyperspectral Anomaly Detection Using Dual Window Density. IEEE Trans. Geosci. Remote. Sens. 58(12): 8503-8517 (2020)
[j229]
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Jian Kang, Rubén Fernández-Beltran, Zhen Ye, Xiaohua Tong, Pedram Ghamisi, Antonio Plaza:
Deep Metric Learning Based on Scalable Neighborhood Components for Remote Sensing Scene Characterization. IEEE Trans. Geosci. Remote. Sens. 58(12): 8905-8918 (2020)
[j228]
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Xuanwen Tao, Tingwei Cui, Antonio Plaza, Peng Ren:
Simultaneously Counting and Extracting Endmembers in a Hyperspectral Image Based on Divergent Subsets. IEEE Trans. Geosci. Remote. Sens. 58(12): 8952-8966 (2020)
[j227]
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Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio Plaza:
Scalable recurrent neural network for hyperspectral image classification. J. Supercomput. 76(11): 8866-8882 (2020)
[j226]
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Nanjun He, Leyuan Fang, Shutao Li, Javier Plaza, Antonio Plaza:
Skip-Connected Covariance Network for Remote Sensing Scene Classification. IEEE Trans. Neural Networks Learn. Syst. 31(5): 1461-1474 (2020)
[c173]
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Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio Plaza:
Training Capsnets via Active Learning for Hyperspectral Image Classification. IGARSS 2020: 40-43
[c172]
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Wen-Shuai Hu, Heng-Chao Li, Tian-Yu Ma, Qian Du, Antonio Plaza, William J. Emery:
Hyperspectral Image Classification Based on Tensor-Train Convolutional Long Short-Term Memory. IGARSS 2020: 858-861
[c171]
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Xueqian Wang, Gang Li, Antonio Plaza:
Adaptive Superpixel Segmentation with Fisher Vectors for Ship Detection in SAR Images. IGARSS 2020: 1436-1439
[c170]
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Shaoquan Zhang, Guorong Zhang, Chengzhi Deng, Jun Li, Shengqian Wang, Jun Wang, Antonio Plaza:
Spectral-Spatial Weighted Sparse Nonnegative Tensor Factorization for Hyperspectral Unmixing. IGARSS 2020: 2177-2180
[c169]
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Zhaozhao Zeng, Shi Qian, Javier Plaza, Antonio Plaza, Jun Li:
Spatial Downscaling for Global Precipitation Measurement Using a Geographically and Temporally Weighted Regression Model. IGARSS 2020: 5348-5351
[c168]
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Lin Yan, Yonghong Hu, Xiaoming Li, Jun Li, Yong Zhang, Changyong Dou, Javier Plaza, Antonio Plaza:
Radiometric Calibration of Fengyun-3D Mersi-II Satellite: A Case Study in Lake Qinghai, China. IGARSS 2020: 6109-6112
[c167]
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Zhenjie Liu, Jun Li, Javier Plaza, Antonio Plaza:
Spatial Bias Correction of Social Media Data by Exploiting Remote Sensing Knowledge in Data-Deficient Regions. IGARSS 2020: 7017-7020
[i5]
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  - journals/corr/abs-2001-05566
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Shervin Minaee, Yuri Boykov, Fatih Porikli, Antonio Plaza, Nasser Kehtarnavaz, Demetri Terzopoulos:
Image Segmentation Using Deep Learning: A Survey. CoRR abs/2001.05566 (2020)
[i4]
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  - journals/corr/abs-2008-02457
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Danfeng Hong, Lianru Gao, Jing Yao, Bing Zhang, Antonio Plaza, Jocelyn Chanussot:
Graph Convolutional Networks for Hyperspectral Image Classification. CoRR abs/2008.02457 (2020)

2010 – 2019

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What is the meaning of the colors in the publication lists?

2019
[j225]
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Cong Li, Lianru Gao, Antonio Plaza, Bing Zhang:
FPGA implementation of a maximum simplex volume algorithm for endmember extraction from remotely sensed hyperspectral images. J. Real Time Image Process. 16(5): 1681-1694 (2019)
[j224]
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Juan Mario Haut, Sergio Bernabé, Mercedes Eugenia Paoletti, Rubén Fernández-Beltran, Antonio Plaza, Javier Plaza:
Low-High-Power Consumption Architectures for Deep-Learning Models Applied to Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 16(5): 776-780 (2019)
[j223]
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Juan Mario Haut, Mercedes Eugenia Paoletti, Rubén Fernández-Beltran, Javier Plaza, Antonio J. Plaza, Jun Li:
Remote Sensing Single-Image Superresolution Based on a Deep Compendium Model. IEEE Geosci. Remote. Sens. Lett. 16(9): 1432-1436 (2019)
[j222]
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Rubén Fernández-Beltran, Filiberto Pla, Antonio Plaza:
Sentinel-2 and Sentinel-3 Intersensor Vegetation Estimation via Constrained Topic Modeling. IEEE Geosci. Remote. Sens. Lett. 16(10): 1531-1535 (2019)
[j221]
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Rubén Fernández-Beltran, Filiberto Pla, Antonio Plaza:
Intersensor Remote Sensing Image Registration Using Multispectral Semantic Embeddings. IEEE Geosci. Remote. Sens. Lett. 16(10): 1545-1549 (2019)
[j220]
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Juan Mario Haut, Mercedes Eugenia Paoletti, Javier Plaza, Antonio Plaza, Jun Li:
Hyperspectral Image Classification Using Random Occlusion Data Augmentation. IEEE Geosci. Remote. Sens. Lett. 16(11): 1751-1755 (2019)
[j219]
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Minh Dao, Chiman Kwan, Sergio Bernabé, Antonio J. Plaza, Krzysztof Koperski:
A Joint Sparsity Approach to Soil Detection Using Expanded Bands of WV-2 Images. IEEE Geosci. Remote. Sens. Lett. 16(12): 1869-1873 (2019)
[j218]
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  - journals/pieee/ZhangCPBLZLP19
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Bing Zhang, Zhengchao Chen, Dailiang Peng, Jón Atli Benediktsson, Bo Liu, Lei Zou, Jun Li, Antonio Plaza:
Remotely sensed big data: evolution in model development for information extraction [point of view]. Proc. IEEE 107(12): 2294-2301 (2019)
[j217]
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Bing Zhang, Y. Zeng, Q. Wu, R. Zhang, A. B. Magoun, Zhengchao Chen, Dailiang Peng, Jón Atli Benediktsson, Bo Liu, Lei Zou, Jun Li, Antonio J. Plaza, Krishna Shenai:
Scanning the Issue. Proc. IEEE 107(12): 2306-2307 (2019)
[j216]
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  - journals/remotesensing/KwanALKBP19
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Chiman Kwan, Bulent Ayhan, Jude Larkin, Li-Yun Martin Kwan, Sergio Bernabé, Antonio Plaza:
Performance of Change Detection Algorithms Using Heterogeneous Images and Extended Multi-attribute Profiles (EMAPs). Remote. Sens. 11(20): 2377 (2019)
[j215]
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  - https://dblp.org/rec/journals/staeors/HeRLCPZL19
Lin He, Yizhou Rao, Jun Li, Jocelyn Chanussot, Antonio Plaza, Jiawei Zhu, Bo Li:
Pansharpening via Detail Injection Based Convolutional Neural Networks. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(4): 1188-1204 (2019)
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Lin He, Jiawei Zhu, Jun Li, Antonio Plaza, Jocelyn Chanussot, Bo Li:
HyperPNN: Hyperspectral Pansharpening via Spectrally Predictive Convolutional Neural Networks. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(8): 3092-3100 (2019)
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José Antonio Gallardo Jaramago, Mercedes Eugenia Paoletti, Juan Mario Haut, Rubén Fernández-Beltran, Antonio Plaza, Javier Plaza:
GPU Parallel Implementation of Dual-Depth Sparse Probabilistic Latent Semantic Analysis for Hyperspectral Unmixing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(9): 3156-3167 (2019)
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Mercedes Eugenia Paoletti, Juan Mario Haut, Rubén Fernández-Beltran, Javier Plaza, Antonio J. Plaza, Filiberto Pla:
Deep Pyramidal Residual Networks for Spectral-Spatial Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 57(2): 740-754 (2019)
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Nanjun He, Mercedes Eugenia Paoletti, Juan Mario Haut, Leyuan Fang, Shutao Li, Antonio Plaza, Javier Plaza:
Feature Extraction With Multiscale Covariance Maps for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 57(2): 755-769 (2019)
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Mercedes Eugenia Paoletti, Juan Mario Haut, Rubén Fernández-Beltran, Javier Plaza, Antonio Plaza, Jun Li, Filiberto Pla:
Capsule Networks for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 57(4): 2145-2160 (2019)
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Jin Sun, Yi Zhang, Zebin Wu, Yaoqin Zhu, Xianliang Yin, Zhongzheng Ding, Zhihui Wei, Javier Plaza, Antonio Plaza:
An Efficient and Scalable Framework for Processing Remotely Sensed Big Data in Cloud Computing Environments. IEEE Trans. Geosci. Remote. Sens. 57(7): 4294-4308 (2019)
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Yuanchao Su, Jun Li, Antonio Plaza, Andrea Marinoni, Paolo Gamba, Somdatta Chakravortty:
DAEN: Deep Autoencoder Networks for Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 57(7): 4309-4321 (2019)
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Xiang Xu, Jun Li, Shutao Li, Antonio Plaza:
Subpixel Component Analysis for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 57(8): 5564-5579 (2019)
[j206]
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Jie Xie, Nanjun He, Leyuan Fang, Antonio Plaza:
Scale-Free Convolutional Neural Network for Remote Sensing Scene Classification. IEEE Trans. Geosci. Remote. Sens. 57(9): 6916-6928 (2019)
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Juan Mario Haut, Mercedes Eugenia Paoletti, Javier Plaza, Antonio Plaza, Jun Li:
Visual Attention-Driven Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 57(10): 8065-8080 (2019)
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Juan Mario Haut, Rubén Fernández-Beltran, Mercedes Eugenia Paoletti, Javier Plaza, Antonio Plaza:
Remote Sensing Image Superresolution Using Deep Residual Channel Attention. IEEE Trans. Geosci. Remote. Sens. 57(11): 9277-9289 (2019)
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Sergio Bernabé, Carlos García, Francisco D. Igual, Guillermo Botella, Manuel Prieto-Matías, Antonio Plaza:
Portability Study of an OpenCL Algorithm for Automatic Target Detection in Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 57(11): 9499-9511 (2019)
[j202]
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Juan Mario Haut, José Antonio Gallardo Jaramago, Mercedes Eugenia Paoletti, Gabriele Cavallaro, Javier Plaza, Antonio Plaza, Morris Riedel:
Cloud Deep Networks for Hyperspectral Image Analysis. IEEE Trans. Geosci. Remote. Sens. 57(12): 9832-9848 (2019)
[c166]
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Chenying Liu, Jun Li, Mercedes Eugenia Paoletti, Juan Mario Haut, Antonio Plaza, Qian Shi:
Accessibility-Free Active Learning for Hyperspectral Image Classification. IGARSS 2019: 409-412
[c165]
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Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio J. Plaza:
Solving Deep Neural Networks with Ordinary Differential Equations for Remotely Sensed Hyperspectral Image Classification. IGARSS 2019: 576-579
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Yunfei Li, Chenying Liu, Lin Yan, Jun Li, Antonio Plaza, Bo Li:
A New Spatio-Temporal Fusion Method for Remotely Sensed Data Based on Convolutional Neural Networks. IGARSS 2019: 835-838
[c163]
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Yuanchao Su, Jun Li, Hairong Qi, Paolo Gamba, Antonio Plaza, Javier Plaza:
Multi-Task Learning with Low-Rank Matrix Factorization for Hyperspectral Nonlinear Unmixing. IGARSS 2019: 2127-2130
[c162]
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Shaoquan Zhang, Chengzhi Deng, Jun Li, Shengqian Wang, Fan Li, Chenguang Xu, Antonio Plaza:
Superpixel-Guided Sparse Unmixing for Remotely Sensed Hyperspectral Imagery. IGARSS 2019: 2155-2158
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Nanjun He, Leyuan Fang, Yi Li, Antonio Plaza:
High-Order Self-Attention Network for Remote Sensing Scene Classification. IGARSS 2019: 3013-3016
[c160]
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Sergio Bernabé, Carlos García, Rubén Fernández-Beltran, Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio Plaza:
Open Multi-Processing Acceleration for Unsupervised Land Cover Categorization Using Probabilistic Latent Semantic Analysis. IGARSS 2019: 9835-9838
[c159]
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Alessandro Maffei, Juan Mario Haut, Mercedes Eugenia Paoletti, Javier Plaza, Lorenzo Bruzzone, Antonio Plaza:
Efficient Convolutional Neural Network for Spectral-Spatial Hyperspectral Denoising. WHISPERS 2019: 1-4
[i3]
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Chenying Liu, Jun Li, Lin He, Antonio J. Plaza, Shutao Li, Bo Li:
Naive Gabor Networks. CoRR abs/1912.03991 (2019)
2018
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Emanuele Torti, Alessandro Fontanella, Antonio Plaza:
Parallel real-time virtual dimensionality estimation for hyperspectral images. J. Real Time Image Process. 14(4): 753-761 (2018)
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Juan Mario Haut, Mercedes Eugenia Paoletti, Javier Plaza, Antonio Plaza:
Fast dimensionality reduction and classification of hyperspectral images with extreme learning machines. J. Real Time Image Process. 15(3): 439-462 (2018)
[j199]
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Alessandro Fontanella, Elisa Marenzi, Emanuele Torti, Giovanni Danese, Antonio Plaza, Francesco Leporati:
A suite of parallel algorithms for efficient band selection from hyperspectral images. J. Real Time Image Process. 15(3): 537-553 (2018)
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Cong Li, Lianru Gao, Yuanfeng Wu, Bing Zhang, Javier Plaza, Antonio Plaza:
A real-time unsupervised background extraction-based target detection method for hyperspectral imagery. J. Real Time Image Process. 15(3): 597-615 (2018)
[j197]
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Sergio Bernabé, Luis-Ignacio Jimenez, Carlos García, Javier Plaza, Antonio Plaza:
Multicore Real-Time Implementation of a Full Hyperspectral Unmixing Chain. IEEE Geosci. Remote. Sens. Lett. 15(5): 744-748 (2018)
[j196]
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Rubén Fernández-Beltran, Juan Mario Haut, Mercedes Eugenia Paoletti, Javier Plaza, Antonio Plaza, Filiberto Pla:
Multimodal Probabilistic Latent Semantic Analysis for Sentinel-1 and Sentinel-2 Image Fusion. IEEE Geosci. Remote. Sens. Lett. 15(9): 1347-1351 (2018)
[j195]
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Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio Plaza:
Deep&Dense Convolutional Neural Network for Hyperspectral Image Classification. Remote. Sens. 10(9): 1454 (2018)
[j194]
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  - journals/sensors/ZhangWSZZLZP18
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Yi Zhang, Zebin Wu, Jin Sun, Yan Zhang, Yaoqin Zhu, Jun Liu, Qitao Zang, Antonio Plaza:
A Distributed Parallel Algorithm Based on Low-Rank and Sparse Representation for Anomaly Detection in Hyperspectral Images. Sensors 18(11): 3627 (2018)
[j193]
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Zebin Wu, Linlin Shi, Jun Li, Qicong Wang, Le Sun, Zhihui Wei, Javier Plaza, Antonio Plaza:
GPU Parallel Implementation of Spatially Adaptive Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(4): 1131-1143 (2018)
[j192]
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Somdatta Chakravortty, Jun Li, Antonio Plaza:
A Technique for Subpixel Analysis of Dynamic Mangrove Ecosystems With Time-Series Hyperspectral Image Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(4): 1244-1252 (2018)
[j191]
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Changyu Zhu, Jun Li, Shaoquan Zhang, Changshan Wu, Bing Zhang, Lianru Gao, Antonio Plaza:
Impervious Surface Extraction From Multispectral Images via Morphological Attribute Profiles Based on Spectral Analysis. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(12): 4775-4790 (2018)
[j190]
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Rubén Fernández-Beltran, Juan Mario Haut, Mercedes Eugenia Paoletti, Javier Plaza, Antonio Plaza, Filiberto Pla:
Remote Sensing Image Fusion Using Hierarchical Multimodal Probabilistic Latent Semantic Analysis. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(12): 4982-4993 (2018)
[j189]
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Yi Liu, Filipe Condessa, José M. Bioucas-Dias, Jun Li, Peijun Du, Antonio Plaza:
Convex Formulation for Multiband Image Classification With Superpixel-Based Spatial Regularization. IEEE Trans. Geosci. Remote. Sens. 56(5): 2704-2721 (2018)
[j188]
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Shaoquan Zhang, Jun Li, Heng-Chao Li, Chengzhi Deng, Antonio Plaza:
Spectral-Spatial Weighted Sparse Regression for Hyperspectral Image Unmixing. IEEE Trans. Geosci. Remote. Sens. 56(6): 3265-3276 (2018)
[j187]
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Leyuan Fang, Nanjun He, Shutao Li, Antonio J. Plaza, Javier Plaza:
A New Spatial-Spectral Feature Extraction Method for Hyperspectral Images Using Local Covariance Matrix Representation. IEEE Trans. Geosci. Remote. Sens. 56(6): 3534-3546 (2018)
[j186]
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Shaoquan Zhang, Jun Li, Zebin Wu, Antonio Plaza:
Spatial Discontinuity-Weighted Sparse Unmixing of Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 56(10): 5767-5779 (2018)
[j185]
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Xin-Ru Feng, Heng-Chao Li, Jun Li, Qian Du, Antonio Plaza, William J. Emery:
Hyperspectral Unmixing Using Sparsity-Constrained Deep Nonnegative Matrix Factorization With Total Variation. IEEE Trans. Geosci. Remote. Sens. 56(10): 6245-6257 (2018)
[j184]
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Rubén Fernández-Beltran, Antonio Plaza, Javier Plaza, Filiberto Pla:
Hyperspectral Unmixing Based on Dual-Depth Sparse Probabilistic Latent Semantic Analysis. IEEE Trans. Geosci. Remote. Sens. 56(11): 6344-6360 (2018)
[j183]
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Juan Mario Haut, Mercedes Eugenia Paoletti, Javier Plaza, Jun Li, Antonio Plaza:
Active Learning With Convolutional Neural Networks for Hyperspectral Image Classification Using a New Bayesian Approach. IEEE Trans. Geosci. Remote. Sens. 56(11): 6440-6461 (2018)
[j182]
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Andrea Marinoni, Javier Plaza, Antonio Plaza, Paolo Gamba:
Estimating Nonlinearities in p-Linear Hyperspectral Mixtures. IEEE Trans. Geosci. Remote. Sens. 56(11): 6586-6595 (2018)
[j181]
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Xiong Xu, Xiaohua Tong, Antonio Plaza, Jun Li, Yanfei Zhong, Huan Xie, Liangpei Zhang:
A New Spectral-Spatial Sub-Pixel Mapping Model for Remotely Sensed Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 56(11): 6763-6778 (2018)
[j180]
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Juan Mario Haut, Rubén Fernández-Beltran, Mercedes Eugenia Paoletti, Javier Plaza, Antonio Plaza, Filiberto Pla:
A New Deep Generative Network for Unsupervised Remote Sensing Single-Image Super-Resolution. IEEE Trans. Geosci. Remote. Sens. 56(11): 6792-6810 (2018)
[j179]
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Nanjun He, Leyuan Fang, Shutao Li, Antonio Plaza, Javier Plaza:
Remote Sensing Scene Classification Using Multilayer Stacked Covariance Pooling. IEEE Trans. Geosci. Remote. Sens. 56(12): 6899-6910 (2018)
[c158]
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Juan Mario Haut, Rubén Fernández-Beltran, Mercedes Eugenia Paoletti, Javier Plaza, Antonio Plaza, Filiberto Pla:
Inter-Sensor Regression Analysis for Operational Sentinel-2 and Sentinel-3 Data Products. IGARSS 2018: 2603-2606
[c157]
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Nanjun He, Leyuan Fang, Shutao Li, Antonio J. Plaza:
Covariance Matrix Based Feature Fusion for Scene Classification. IGARSS 2018: 3587-3590
[c156]
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Juan Mario Haut, Yi Liu, Mercedes Eugenia Paoletti, Xiong Xu, Javier Plaza, Antonio Plaza:
Evaluation of Different Regularization Methods for the Extreme Learning Machine Applied to Hyperspectral Images. IGARSS 2018: 3603-3606
[c155]
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Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio Plaza:
An Investigation on Self-Normalized Deep Neural Networks for Hyperspectral Image Classification. IGARSS 2018: 3607-3610
[c154]
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Yuanchao Su, Jun Li, Antonio Plaza, Andrea Marinoni, Paolo Gamba, Yuancheng Huang:
Deep Auto-Encoder Network for Hyperspectral Image Unmixing. IGARSS 2018: 6400-6403
2017
[j178]
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Han Zhai, Hongyan Zhang, Liangpei Zhang, Pingxiang Li, Antonio Plaza:
A New Sparse Subspace Clustering Algorithm for Hyperspectral Remote Sensing Imagery. IEEE Geosci. Remote. Sens. Lett. 14(1): 43-47 (2017)
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Sergio Bernabé, Guillermo Botella, Jose M. R. Navarro, Carlos Orueta, Francisco D. Igual, Manuel Prieto-Matías, Antonio Plaza:
Performance-Power Evaluation of an OpenCL Implementation of the Simplex Growing Algorithm for Hyperspectral Unmixing. IEEE Geosci. Remote. Sens. Lett. 14(3): 304-308 (2017)
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Sicong Liu, Mingmin Chi, Yangxiu Zou, Alim Samat, Jón Atli Benediktsson, Antonio Plaza:
Oil Spill Detection via Multitemporal Optical Remote Sensing Images: A Change Detection Perspective. IEEE Geosci. Remote. Sens. Lett. 14(3): 324-328 (2017)
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Rui Wang, Heng-Chao Li, Aleksandra Pizurica, Jun Li, Antonio Plaza, William J. Emery:
Hyperspectral Unmixing Using Double Reweighted Sparse Regression and Total Variation. IEEE Geosci. Remote. Sens. Lett. 14(7): 1146-1150 (2017)
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Jun Li, Jón Atli Benediktsson, Bing Zhang, Tao Yang, Antonio Plaza:
Spatial technology and social media in remote sensing: challenges and opportunities [point of view]. Proc. IEEE 105(9): 1583-1585 (2017)
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Antonio Plaza, Jón Atli Benediktsson, Jun Li, Tao Yang, Bing Zhang:
Spatial Technology and Social Media [Scanningthe Issue]. Proc. IEEE 105(10): 1851-1854 (2017)
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Jun Li, Jón Atli Benediktsson, Bing Zhang, Tao Yang, Antonio Plaza:
Spatial Technology and Social Media in Remote Sensing: A Survey. Proc. IEEE 105(10): 1855-1864 (2017)
[j171]
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Xiong Xu, Xiaohua Tong, Antonio J. Plaza, Yanfei Zhong, Huan Xie, Liangpei Zhang:
Joint Sparse Sub-Pixel Mapping Model with Endmember Variability for Remotely Sensed Imagery. Remote. Sens. 9(1): 15 (2017)
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Alp Ertürk, Marian-Daniel Iordache, Antonio Plaza:
Sparse Unmixing With Dictionary Pruning for Hyperspectral Change Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(1): 321-330 (2017)
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Jielian Guo, Xiong Zhou, Jun Li, Antonio Plaza, Saurabh Prasad:
Superpixel-Based Active Learning and Online Feature Importance Learning for Hyperspectral Image Analysis. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(1): 347-359 (2017)
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Victor Andres Ayma Quirita, Gilson Alexandre Ostwald Pedro da Costa, Patrick Nigri Happ, Raul Queiroz Feitosa, Rodrigo da Silva Ferreira, Dário Augusto Borges Oliveira, Antonio Plaza:
A New Cloud Computing Architecture for the Classification of Remote Sensing Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(2): 409-416 (2017)
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Yi Liu, Jun Li, Peijun Du, Antonio Plaza, Xiuping Jia, Xinchang Zhang:
Class-Oriented Spectral Partitioning for Remotely Sensed Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(2): 691-711 (2017)
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Luis-Ignacio Jimenez, Sergio Sánchez, Gabriel Martín, Javier Plaza, Antonio J. Plaza:
Parallel Implementation of Spatial-Spectral Endmember Extraction on Graphic Processing Units. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(4): 1247-1255 (2017)
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Xiong Xu, Xiaohua Tong, Antonio Plaza, Yanfei Zhong, Huan Xie, Liangpei Zhang:
Using Linear Spectral Unmixing for Subpixel Mapping of Hyperspectral Imagery: A Quantitative Assessment. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(4): 1589-1600 (2017)
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Renlong Hang, Qingshan Liu, Yubao Sun, Xiaotong Yuan, Hucheng Pei, Javier Plaza, Antonio Plaza:
Robust Matrix Discriminative Analysis for Feature Extraction From Hyperspectral Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(5): 2002-2011 (2017)
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Sergio Bernabé, Guillermo Botella, Gabriel Martín, Manuel Prieto-Matías, Antonio Plaza:
Parallel Implementation of a Full Hyperspectral Unmixing Chain Using OpenCL. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(6): 2452-2461 (2017)
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Lin He, Jun Li, Antonio Plaza, Yuanqing Li:
Discriminative Low-Rank Gabor Filtering for Spectral-Spatial Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 55(3): 1381-1395 (2017)
[j161]
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Naoto Yokoya, Xiao Xiang Zhu, Antonio Plaza:
Multisensor Coupled Spectral Unmixing for Time-Series Analysis. IEEE Trans. Geosci. Remote. Sens. 55(5): 2842-2857 (2017)
[j160]
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Andrea Marinoni, Antonio Plaza, Paolo Gamba:
A Novel Preunmixing Framework for Efficient Detection of Linear Mixtures in Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 55(8): 4325-4333 (2017)
[j159]
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Behnood Rasti, Pedram Ghamisi, Javier Plaza, Antonio Plaza:
Fusion of Hyperspectral and LiDAR Data Using Sparse and Low-Rank Component Analysis. IEEE Trans. Geosci. Remote. Sens. 55(11): 6354-6365 (2017)
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Wei Wei, Lei Zhang, Chunna Tian, Antonio Plaza, Yanning Zhang:
Structured Sparse Coding-Based Hyperspectral Imagery Denoising With Intracluster Filtering. IEEE Trans. Geosci. Remote. Sens. 55(12): 6860-6876 (2017)
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Luis-Ignacio Jimenez, Javier Plaza, Antonio J. Plaza:
Efficient implementation of morphological index for building/shadow extraction from remotely sensed images. J. Supercomput. 73(1): 482-494 (2017)
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Juan Mario Haut, Mercedes Paoletti, Javier Plaza, Antonio Plaza:
Cloud implementation of the K-means algorithm for hyperspectral image analysis. J. Supercomput. 73(1): 514-529 (2017)
[c153]
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Yuanchao Su, Andrea Marinoni, Jun Li, Antonio Plaza, Paolo Gamba:
Nonnegative sparse autoencoder for robust endmember extraction from remotely sensed hyperspectral images. IGARSS 2017: 205-208
[c152]
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Shaoquan Zhang, Jun Li, Javier Plaza, Heng-Chao Li, Antonio Plaza:
Spatial weighted sparse regression for hyperspectral image unmixing. IGARSS 2017: 225-228
[c151]
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Miguel Penalver, Fabio Del Frate, Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio J. Plaza:
Onboard payload-data dimensionality reduction. IGARSS 2017: 783-786
[c150]
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Yi Liu, José M. Bioucas-Dias, Jun Li, Antonio Plaza:
Multi-superpixelization-based convex formulation for joint classification of hyperspectral and lidar data. IGARSS 2017: 807-810
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Yi Liu, José M. Bioucas-Dias, Jun Li, Antonio Plaza:
Hyperspectral cloud shadow removal based on linear unmixing. IGARSS 2017: 1000-1003
[c148]
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Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio Plaza, Qingshan Liu, Renlong Hang:
Multicore implementation of the multi-scale adaptive deep pyramid matching model for remotely sensed image classification. IGARSS 2017: 2247-2250
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Yanli Sun, José M. Bioucas-Dias, Xia Zhang, Yi Liu, Antonio Plaza:
A new classification-oriented endmember extraction and sparse unmixing approach for hyperspectral data. IGARSS 2017: 3644-3647
[c146]
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Changyu Zhu, Shaoquan Zhang, Javier Plaza, Jun Li, Antonio Plaza:
Impervious surface extraction from multispectral images using morphological attribute profiles and spectral mixture analysis. IGARSS 2017: 6283-6286
[i2]
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Pedram Ghamisi, Gabriele Cavallaro, Dan Wu, Jón Atli Benediktsson, Antonio Plaza:
Integration of LiDAR and Hyperspectral Data for Land-cover Classification: A Case Study. CoRR abs/1707.02642 (2017)
2016
[j155]
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Shaoquan Zhang, Jun Li, Kai Liu, Chengzhi Deng, Lin Liu, Antonio J. Plaza:
Hyperspectral Unmixing Based on Local Collaborative Sparse Regression. IEEE Geosci. Remote. Sens. Lett. 13(5): 631-635 (2016)
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Luis-Ignacio Jimenez, Gabriel Martín, Sergio Sánchez, Carlos García, Sergio Bernabé, Javier Plaza, Antonio Plaza:
GPU Implementation of Spatial-Spectral Preprocessing for Hyperspectral Unmixing. IEEE Geosci. Remote. Sens. Lett. 13(11): 1671-1675 (2016)
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Mingmin Chi, Antonio Plaza, Jón Atli Benediktsson, Zhongyi Sun, Jinsheng Shen, Yangyong Zhu:
Big Data for Remote Sensing: Challenges and Opportunities. Proc. IEEE 104(11): 2207-2219 (2016)
[j152]
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Fernando Sierra-Pajuelo, Abel Paz-Gallardo, Antonio Plaza:
Performance Optimizations for an Automatic Target Generation Process in Hyperspectral Analysis. Scalable Comput. Pract. Exp. 17(1): 1-12 (2016)
[j151]
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Jun Li, Mahdi Khodadadzadeh, Antonio Plaza, Xiuping Jia, José M. Bioucas-Dias:
A Discontinuity Preserving Relaxation Scheme for Spectral-Spatial Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(2): 625-639 (2016)
[j150]
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Yi Liu, Jun Li, Antonio Plaza:
Spectrometer-Driven Spectral Partitioning for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(2): 668-680 (2016)
[j149]
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Alp Ertürk, Marian-Daniel Iordache, Antonio Plaza:
Sparse Unmixing-Based Change Detection for Multitemporal Hyperspectral Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(2): 708-719 (2016)
[j148]
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Thomas Schmid, Manuel Rodríguez-Rastrero, Paula Escribano, Alicia Palacios-Orueta, Eyal Ben-Dor, Antonio Plaza, Robert Milewski, Margarita Huesca, Ashley Bracken, Víctor Cicuéndez, Marta Pelayo, Sabine Chabrillat:
Characterization of Soil Erosion Indicators Using Hyperspectral Data From a Mediterranean Rainfed Cultivated Region. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(2): 845-860 (2016)
[j147]
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Sergio Bernabé, Gabriel Martín, José M. P. Nascimento, José M. Bioucas-Dias, Antonio Plaza, Vítor Silva:
Parallel Hyperspectral Coded Aperture for Compressive Sensing on GPUs. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(2): 932-944 (2016)
[j146]
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Emanuele Torti, Giovanni Danese, Francesco Leporati, Antonio Plaza:
A Hybrid CPU-GPU Real-Time Hyperspectral Unmixing Chain. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(2): 945-951 (2016)
[j145]
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Jaime Delgado, Gabriel Martín, Javier Plaza, Luis-Ignacio Jimenez, Antonio Plaza:
Fast Spatial Preprocessing for Spectral Unmixing of Hyperspectral Data on Graphics Processing Units. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(2): 952-961 (2016)
[j144]
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Benqin Song, Peijun Li, Jun Li, Antonio Plaza:
One-Class Classification of Remote Sensing Images Using Kernel Sparse Representation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(4): 1613-1623 (2016)
[j143]
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Zebin Wu, Yonglong Li, Antonio Plaza, Jun Li, Fu Xiao, Zhihui Wei:
Parallel and Distributed Dimensionality Reduction of Hyperspectral Data on Cloud Computing Architectures. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(6): 2270-2278 (2016)
[j142]
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Kun Tan, Xiao Jin, Antonio Plaza, Xuesong Wang, Liang Xiao, Peijun Du:
Automatic Change Detection in High-Resolution Remote Sensing Images by Using a Multiple Classifier System and Spectral-Spatial Features. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(8): 3439-3451 (2016)
[j141]
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Jianjun Liu, Zebin Wu, Jun Li, Liang Xiao, Antonio Plaza, Jón Atli Benediktsson:
Spatial-Spectral Hyperspectral Image Classification Using Random Multiscale Representation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(9): 4129-4141 (2016)
[j140]
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  - journals/staeors/MarinoniPG16
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Andrea Marinoni, Antonio Plaza, Paolo Gamba:
Harmonic Mixture Modeling for Efficient Nonlinear Hyperspectral Unmixing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(9): 4247-4256 (2016)
[j139]
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  - journals/staeors/GonzalezBMP16
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Carlos González, Sergio Bernabé, Daniel Mozos, Antonio Plaza:
FPGA Implementation of an Algorithm for Automatically Detecting Targets in Remotely Sensed Hyperspectral Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(9): 4334-4343 (2016)
[j138]
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Xiaohua Tong, Xiong Xu, Antonio Plaza, Huan Xie, Haiyan Pan, Wen Cao, Dong Lv:
A New Genetic Method for Subpixel Mapping Using Hyperspectral Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(9): 4480-4491 (2016)
[j137]
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Wenfei Luo, Lianru Gao, Antonio Plaza, Andrea Marinoni, Bin Yang, Liang Zhong, Paolo Gamba, Bing Zhang:
A New Algorithm for Bilinear Spectral Unmixing of Hyperspectral Images Using Particle Swarm Optimization. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(12): 5776-5790 (2016)
[j136]
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Yuanfeng Wu, Xinghua Yang, Antonio Plaza, Fei Qiao, Lianru Gao, Bing Zhang, Yabo Cui:
Approximate Computing of Remotely Sensed Data: SVM Hyperspectral Image Classification as a Case Study. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(12): 5806-5818 (2016)
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Meng Xu, Mark R. Pickering, Antonio J. Plaza, Xiuping Jia:
Thin Cloud Removal Based on Signal Transmission Principles and Spectral Mixture Analysis. IEEE Trans. Geosci. Remote. Sens. 54(3): 1659-1669 (2016)
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Yang Xu, Zebin Wu, Jun Li, Antonio J. Plaza, Zhihui Wei:
Anomaly Detection in Hyperspectral Images Based on Low-Rank and Sparse Representation. IEEE Trans. Geosci. Remote. Sens. 54(4): 1990-2000 (2016)
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Jianjun Liu, Zebin Wu, Jun Li, Antonio J. Plaza, Yunhao Yuan:
Probabilistic-Kernel Collaborative Representation for Spatial-Spectral Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 54(4): 2371-2384 (2016)
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Meng Xu, Xiuping Jia, Mark R. Pickering, Antonio J. Plaza:
Cloud Removal Based on Sparse Representation via Multitemporal Dictionary Learning. IEEE Trans. Geosci. Remote. Sens. 54(5): 2998-3006 (2016)
[j131]
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Xiang Xu, Jun Li, Xin Huang, Mauro Dalla Mura, Antonio Plaza:
Multiple Morphological Component Analysis Based Decomposition for Remote Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. 54(5): 3083-3102 (2016)
[j130]
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Xian Guo, Xin Huang, Lefei Zhang, Liangpei Zhang, Antonio J. Plaza, Jón Atli Benediktsson:
Support Tensor Machines for Classification of Hyperspectral Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 54(6): 3248-3264 (2016)
[j129]
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Gabriele Cavallaro, Mauro Dalla Mura, Jón Atli Benediktsson, Antonio J. Plaza:
Remote Sensing Image Classification Using Attribute Filters Defined Over the Tree of Shapes. IEEE Trans. Geosci. Remote. Sens. 54(7): 3899-3911 (2016)
[j128]
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Jun Li, José M. Bioucas-Dias, Antonio J. Plaza, Lin Liu:
Robust Collaborative Nonnegative Matrix Factorization for Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 54(10): 6076-6090 (2016)
[c145]
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Yibao Sun, Jun Li, Wei Wang, Antonio Plaza, Zeqiang Chen:
Active learning based autoencoder for hyperspectral imagery classification. IGARSS 2016: 469-472
[c144]
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Mahdi Khodadadzadeh, Lorenzo Bruzzone, Jun Li, Antonio J. Plaza:
A Gaussian approach to subspace based classification of hyperspectral images. IGARSS 2016: 3278-3281
[c143]
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Yi Liu, Filipe Condessa, José M. Bioucas-Dias, Jun Li, Antonio J. Plaza:
Convex formulation for hyperspectral image classification with superpixels. IGARSS 2016: 3294-3297
[c142]
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Alp Ertürk, Sarp Ertürk, Antonio J. Plaza:
Unmixing with SLIC superpixels for hyperspectral change detection. IGARSS 2016: 3370-3373
[c141]
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Xiang Xu, Jun Li, Antonio J. Plaza:
Fusion of hyperspectral and LiDAR data using morphological component analysis. IGARSS 2016: 3575-3578
[c140]
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Marian-Daniel Iordache, Nitin Bhatia, José M. Bioucas-Dias, Antonio J. Plaza:
Uncertainty propagation from atmospheric parameters to sparse hyperspectral unmixing. IGARSS 2016: 6133-6136
[c139]
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Sergio Bernabé, Guillermo Botella, Jose M. R. Navarro, Carlos Orueta, Manuel Prieto-Matías, Antonio J. Plaza:
Parallel implementation of the simplex growing algorithm for hyperspectral unmixing using OpenCL. IGARSS 2016: 6153-6156
[c138]
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Jaime Delgado, Gabriel Martín, Javier Plaza, Luis-Ignacio Jimenez, Antonio Plaza:
On the optimization of memory access to increase the performance of spatial preprocessing techniques on graphics processing units. IGARSS 2016: 6541-6544
[c137]
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Andrea Marinoni, Antonio J. Plaza, Paolo Gamba:
On the detection of linear mixtures in hyperspectral images. IGARSS 2016: 6990-6993
[c136]
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Luis-Ignacio Jimenez, Gabriel Martín, Sergio Sánchez, Javier Plaza, Antonio Plaza:
Fast spatial-spectral preprocessing for endmember extraction and spectral unmixing using graphic processing units. IGARSS 2016: 7038-7041
[c135]
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Sergio Bernabé, Gabriel Martín, Guillermo Botella, Manuel Prieto-Matías, Antonio Plaza:
Parallel implementation of a hyperspectral data geometry-based estimation of number of endmembers algorithm. Real-Time Image and Video Processing 2016: 989708
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Andrea Marinoni, Javier Plaza, Antonio Plaza, Paolo Gamba:
An iterative enhancement of higher order nonlinear mixture model for accurate hyperspectral unmixing. WHISPERS 2016: 1
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Zebin Wu, Qicong Wang, Antonio Plaza, Jun Li, Jie Wei, Zhihui Wei:
GPU implementation of hyperspectral image classification based on weighted Markov random fields. WHISPERS 2016: 1-4
[c132]
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Naoto Yokoya, Xiao Xiang Zhu, Antonio Plaza:
Graph-regularized coupled spectral unmixing for multisensor time-series analysis. WHISPERS 2016: 1-5
[c131]
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Shaoquan Zhang, Jun Li, Zebin Wu, Antonio Plaza:
Sparse hyperspectral unmixing with spatial discontinuity preservation. WHISPERS 2016: 1-4
[i1]
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Qingshan Liu, Renlong Hang, Huihui Song, Fuping Zhu, Javier Plaza, Antonio Plaza:
Adaptive Deep Pyramid Matching for Remote Sensing Scene Classification. CoRR abs/1611.03589 (2016)
2015
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Sergio Sánchez, Rui Ramalho, Leonel Sousa, Antonio Plaza:
Real-time implementation of remotely sensed hyperspectral image unmixing on GPUs. J. Real Time Image Process. 10(3): 469-483 (2015)
[j126]
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Peijun Du, Zhaohui Xue, Jun Li, Antonio Plaza:
Learning Discriminative Sparse Representations for Hyperspectral Image Classification. IEEE J. Sel. Top. Signal Process. 9(6): 1089-1104 (2015)
[j125]
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Lianru Gao, Jun Li, Mahdi Khodadadzadeh, Antonio J. Plaza, Bing Zhang, Zhijian He, Huiming Yan:
Subspace-Based Support Vector Machines for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 12(2): 349-353 (2015)
[j124]
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Peter Benner, Vedran Novakovic, Antonio Plaza, Enrique S. Quintana-Ortí, Alfredo Remón:
Fast and Reliable Noise Estimation for Hyperspectral Subspace Identification. IEEE Geosci. Remote. Sens. Lett. 12(6): 1199-1203 (2015)
[j123]
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Alp Ertürk, Antonio Plaza:
Informative Change Detection by Unmixing for Hyperspectral Images. IEEE Geosci. Remote. Sens. Lett. 12(6): 1252-1256 (2015)
[j122]
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Zebin Wu, Qicong Wang, Antonio Plaza, Jun Li, Le Sun, Zhihui Wei:
Real-Time Implementation of the Sparse Multinomial Logistic Regression for Hyperspectral Image Classification on GPUs. IEEE Geosci. Remote. Sens. Lett. 12(7): 1456-1460 (2015)
[j121]
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Luis-Ignacio Jimenez, Antonio J. Plaza:
HyperMix: An Open-Source Tool for Fast Spectral Unmixing on Graphics Processing Units. IEEE Geosci. Remote. Sens. Lett. 12(9): 1883-1887 (2015)
[j120]
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Zebin Wu, Jiafu Liu, Antonio J. Plaza, Jun Li, Zhihui Wei:
GPU Implementation of Composite Kernels for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 12(9): 1973-1977 (2015)
[j119]
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Jorge Sevilla, Luis-Ignacio Jimenez, Antonio Plaza:
Sparse Unmixing-Based Content Retrieval of Hyperspectral Images on Graphics Processing Units. IEEE Geosci. Remote. Sens. Lett. 12(12): 2443-2447 (2015)
[j118]
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Lianru Gao, Jianwei Gao, Jun Li, Antonio Plaza, Lina Zhuang, Xu Sun, Bing Zhang:
Multiple Algorithm Integration Based on Ant Colony Optimization for Endmember Extraction From Hyperspectral Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(6): 2569-2582 (2015)
[j117]
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Lina Zhuang, Bing Zhang, Lianru Gao, Jun Li, Antonio Plaza:
Normal Endmember Spectral Unmixing Method for Hyperspectral Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(6): 2598-2606 (2015)
[j116]
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Andrea Marinoni, Javier Plaza, Antonio Plaza, Paolo Gamba:
Nonlinear Hyperspectral Unmixing Using Nonlinearity Order Estimation and Polytope Decomposition. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(6): 2644-2654 (2015)
[j115]
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Zebin Wu, Qicong Wang, Antonio Plaza, Jun Li, Jianjun Liu, Zhihui Wei:
Parallel Implementation of Sparse Representation Classifiers for Hyperspectral Imagery on GPUs. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(6): 2912-2925 (2015)
[j114]
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Zebin Wu, Qicong Wang, Antonio Plaza, Jun Li, Le Sun, Zhihui Wei:
Parallel Spatial-Spectral Hyperspectral Image Classification With Sparse Representation and Markov Random Fields on GPUs. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(6): 2926-2938 (2015)
[j113]
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  - journals/staeors/SigurdssonPB15
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Eysteinn Már Sigurðsson, Antonio Plaza, Jón Atli Benediktsson:
GPU Implementation of Iterative-Constrained Endmember Extraction from Remotely Sensed Hyperspectral Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(6): 2939-2949 (2015)
[j112]
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Bin Yang, Minhua Yang, Antonio Plaza, Lianru Gao, Bing Zhang:
Dual-Mode FPGA Implementation of Target and Anomaly Detection Algorithms for Real-Time Hyperspectral Imaging. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(6): 2950-2961 (2015)
[j111]
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Mahdi Khodadadzadeh, Jun Li, Saurabh Prasad, Antonio Plaza:
Fusion of Hyperspectral and LiDAR Remote Sensing Data Using Multiple Feature Learning. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(6): 2971-2983 (2015)
[j110]
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Mingmin Chi, Antonio J. Plaza, Jón Atli Benediktsson, Bing Zhang, Bormin Huang:
Foreword to the Special Issue on Big Data in Remote Sensing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(10): 4607-4609 (2015)
[j109]
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Gabriele Cavallaro, Morris Riedel, Matthias Richerzhagen, Jón Atli Benediktsson, Antonio Plaza:
On Understanding Big Data Impacts in Remotely Sensed Image Classification Using Support Vector Machine Methods. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(10): 4634-4646 (2015)
[j108]
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Sergio Sánchez, Prashanth Reddy Marpu, Antonio Plaza, Abel Paz-Gallardo:
Parallel Implementation of Polarimetric Synthetic Aperture Radar Data Processing for Unsupervised Classification Using the Complex Wishart Classifier. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(11): 5376-5387 (2015)
[j107]
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Jun Li, Xin Huang, Paolo Gamba, José M. Bioucas-Dias, Liangpei Zhang, Jón Atli Benediktsson, Antonio J. Plaza:
Multiple Feature Learning for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 53(3): 1592-1606 (2015)
[j106]
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Gabriel Martín, José M. Bioucas-Dias, Antonio J. Plaza:
HYCA: A New Technique for Hyperspectral Compressive Sensing. IEEE Trans. Geosci. Remote. Sens. 53(5): 2819-2831 (2015)
[j105]
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Jun Li, Inmaculada Dopido, Paolo Gamba, Antonio J. Plaza:
Complementarity of Discriminative Classifiers and Spectral Unmixing Techniques for the Interpretation of Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 53(5): 2899-2912 (2015)
[j104]
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Ruben Marrero, Sebastián López, Gustavo M. Callicó, Miguel Angel Veganzones, Antonio J. Plaza, Jocelyn Chanussot, Roberto Sarmiento:
A Novel Negative Abundance-Oriented Hyperspectral Unmixing Algorithm. IEEE Trans. Geosci. Remote. Sens. 53(7): 3772-3790 (2015)
[j103]
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Jun Li, Alexander Agathos, Daniela Zaharie, José M. Bioucas-Dias, Antonio J. Plaza, Xia Li:
Minimum Volume Simplex Analysis: A Fast Algorithm for Linear Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 53(9): 5067-5082 (2015)
[j102]
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Germán León, José M. Molero, Ester M. Garzón, Inmaculada García, Antonio J. Plaza, Enrique S. Quintana-Ortí:
Exploring the performance-power-energy balance of low-power multicore and manycore architectures for anomaly detection in remote sensing. J. Supercomput. 71(5): 1893-1906 (2015)
[c130]
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Sergio Bernabé, Gabriel Martín, José M. P. Nascimento, José M. Bioucas-Dias, Antonio J. Plaza, Guillermo Botella, Manuel Prieto-Matías:
A fast parallel hyperspectral coded aperture algorithm for compressive sensing using OpenCL. EUROCON 2015: 1-6
[c129]
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Luis-Ignacio Jimenez, Antonio J. Plaza, Victor Andres Ayma, Pedro Achanccaray Diaz, Gilson A. O. P. da Costa, Raul Queiroz Feitosa:
Segmentation as postprocessing for hyperspectral image classification. EUROCON 2015: 1-4
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Maria Angeles Garcia-Sopo, Aurora Cuartero, Pablo García Rodríguez, Antonio J. Plaza:
Hyperspectral and lidar data integration and classification. IGARSS 2015: 57-60
[c127]
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Mahdi Khodadadzadeh, Aurora Cuartero, Jun Li, Ángel M. Felicísimo, Antonio Plaza:
Fusion of hyperspectral and lidar data using generalized composite kernels: A case study in Extremadura, Spain. IGARSS 2015: 61-64
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Yonglong Li, Zebin Wu, Jie Wei, Antonio Plaza, Jun Li, Zhihui Wei:
Fast principal component analysis for hyperspectral imaging based on cloud computing. IGARSS 2015: 513-516
[c125]
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Sergio Bernabé, Gabriel Martín, José M. P. Nascimento, José M. Bioucas-Dias, Antonio J. Plaza, Vítor Silva:
GPU implementation of a hyperspectral coded aperture algorithm for compressive sensing. IGARSS 2015: 521-524
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Victor Andres Ayma, Rodrigo S. Ferreira, Patrick Nigri Happ, Dário Augusto Borges Oliveira, Gilson A. O. P. Costa, Raul Queiroz Feitosa, Antonio J. Plaza, Paolo Gamba:
On the architecture of a big data classification tool based on a map reduce approach for hyperspectral image analysis. IGARSS 2015: 1508-1511
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Luis-Ignacio Jimenez, Antonio J. Plaza:
HyperMix: An open source tool for hyperspectral imaging. IGARSS 2015: 1749-1752
[c122]
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Gabriel Martín, José M. Bioucas-Dias, Antonio J. Plaza:
B-HYCA: Blind hyperspectral compressive sensing. IGARSS 2015: 2856-2859
[c121]
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Luis-Ignacio Jimenez, Victor Andres Ayma, Pedro Achanccaray Diaz, Gilson A. O. P. Costa, Raul Queiroz Feitosa, Antonio J. Plaza:
Segmentation as postprocessing for hyperspectral image classification. IGARSS 2015: 3723-3726
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Pedro Achanccaray Diaz, Victor Andres Ayma, Luis-Ignacio Jimenez, Sergio Bernabé, Patrick Nigri Happ, Gilson A. O. P. Costa, Raul Queiroz Feitosa, Antonio J. Plaza:
SPT 3.1: A free software for automatic tuning of segmentation parameters in optical, hyperspectral and SAR images. IGARSS 2015: 4332-4335
[c119]
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Yi Liu, Jun Li, Antonio Plaza, Kun Tan:
Class-oriented spectral partitioning for hyperspectral image classification. IGARSS 2015: 4983-4986
[c118]
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  - conf/igarss/DelgadoMPJP15
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Jaime Delgado, Gabriel Martín, Javier Plaza, Luis-Ignacio Jimenez, Antonio J. Plaza:
GPU implementation of spatial preprocessing for spectral unmixing of hyperspectral data. IGARSS 2015: 5043-5046
[c117]
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Mahdi Khodadadzadeh, Jun Li, Antonio Plaza, José M. Bioucas-Dias:
Hyperspectral image classification based on union of subspaces. JURSE 2015: 1-4
[c116]
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Jun Li, José M. Bioucas-Dias, Antonio Plaza, Lin Liu:
Robust collaborative nonnegative matrix factorization for hyperspectra unmixing (R-CONMF). WHISPERS 2015: 1-4
[c115]
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Sergio Bernabé, Gabriel Martín, José M. P. Nascimento, José M. Bioucas-Dias, Antonio Plaza, Vítor Silva:
GPU implementation of a constrained hyperspectral coded aperture algorithm for compressive sensing. WHISPERS 2015: 1-4
[c114]
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Alp Ertürk, Marian-Daniel Iordache, Antonio Plaza:
Hyperspectral change detection by sparse unmixing with dictionary pruning. WHISPERS 2015: 1-4
[c113]
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Marian-Daniel Iordache, José M. Bioucas-Dias, Antonio Plaza:
Potential and limitations of band selection and library pruning in sparse hyperspectral unmixing. WHISPERS 2015: 1-4
[c112]
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Cong Li, Lianru Gao, Antonio Plaza, Bing Zhang:
FPGA implementation of a maximum volume algorithm for endmember extraction from hyperspectral imagery. WHISPERS 2015: 1-4
2014
[j101]
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Sergio Saponara, Antonio Plaza, Marco Diani, Matthias F. Carlsohn, Giovanni Corsini:
Special issue on algorithms and architectures for real-time multi-dimensional image processing. J. Real Time Image Process. 9(3): 393-396 (2014)
[j100]
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Sergio Sánchez, Antonio Plaza:
Fast determination of the number of endmembers for real-time hyperspectral unmixing on GPUs. J. Real Time Image Process. 9(3): 397-405 (2014)
[j99]
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Sergio Bernabé, Prashanth Reddy Marpu, Antonio Plaza, Mauro Dalla Mura, Jón Atli Benediktsson:
Spectral-Spatial Classification of Multispectral Images Using Kernel Feature Space Representation. IEEE Geosci. Remote. Sens. Lett. 11(1): 288-292 (2014)
[j98]
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José M. P. Nascimento, José M. Bioucas-Dias, José M. Rodriguez Alves, Vítor Silva, Antonio Plaza:
Parallel Hyperspectral Unmixing on GPUs. IEEE Geosci. Remote. Sens. Lett. 11(3): 666-670 (2014)
[j97]
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Xianyun Wu, Bormin Huang, Antonio Plaza, Yunsong Li, Chengke Wu:
Real-Time Implementation of the Pixel Purity Index Algorithm for Endmember Identification on GPUs. IEEE Geosci. Remote. Sens. Lett. 11(5): 955-959 (2014)
[j96]
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Mahdi Khodadadzadeh, Jun Li, Antonio Plaza, José M. Bioucas-Dias:
A Subspace-Based Multinomial Logistic Regression for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 11(12): 2105-2109 (2014)
[j95]
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Wing-Kin Ma, José M. Bioucas-Dias, Tsung-Han Chan, Nicolas Gillis, Paul D. Gader, Antonio J. Plaza, Arul-Murugan Ambikapathi, Chong-Yung Chi:
A Signal Processing Perspective on Hyperspectral Unmixing: Insights from Remote Sensing. IEEE Signal Process. Mag. 31(1): 67-81 (2014)
[j94]
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Marian-Daniel Iordache, Laurent Tits, José M. Bioucas-Dias, Antonio Plaza, Ben Somers:
A Dynamic Unmixing Framework for Plant Production System Monitoring. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(6): 2016-2034 (2014)
[j93]
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Pedram Ghamisi, Jón Atli Benediktsson, Gabriele Cavallaro, Antonio Plaza:
Automatic Framework for Spectral-Spatial Classification Based on Supervised Feature Extraction and Morphological Attribute Profiles. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(6): 2147-2160 (2014)
[j92]
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  - journals/staeors/MoleroGGQP14
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José M. Molero, Ester M. Garzón, Inmaculada García, Enrique S. Quintana-Ortí, Antonio Plaza:
Efficient Implementation of Hyperspectral Anomaly Detection Techniques on GPUs and Multicore Processors. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(6): 2256-2266 (2014)
[j91]
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  - journals/staeors/SevillaP14
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Jorge Sevilla, Antonio Plaza:
A New Digital Repository for Hyperspectral Imagery With Unmixing-Based Retrieval Functionality Implemented on GPUs. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(6): 2267-2280 (2014)
[j90]
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Alexander Agathos, Jun Li, Dana Petcu, Antonio Plaza:
Multi-GPU Implementation of the Minimum Volume Simplex Analysis Algorithm for Hyperspectral Unmixing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(6): 2281-2296 (2014)
[j89]
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  - journals/staeors/CastilloFIPQR14
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Maribel Castillo, Juan Carlos Fernández, Francisco D. Igual, Antonio Plaza, Enrique S. Quintana-Ortí, Alfredo Remón:
Hyperspectral Unmixing on Multicore DSPs: Trading Off Performance for Energy. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(6): 2297-2304 (2014)
[j88]
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Sergio Sánchez, Germán León, Antonio Plaza, Enrique S. Quintana-Ortí:
Assessing the Performance-Energy Balance of Graphics Processors for Spectral Unmixing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(6): 2305-2316 (2014)
[j87]
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Qiandong Guo, Bing Zhang, Qiong Ran, Lianru Gao, Jun Li, Antonio Plaza:
Weighted-RXD and Linear Filter-Based RXD: Improving Background Statistics Estimation for Anomaly Detection in Hyperspectral Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(6): 2351-2366 (2014)
[j86]
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Emanuele Torti, Marco Acquistapace, Giovanni Danese, Francesco Leporati, Antonio Plaza:
Real-Time Identification of Hyperspectral Subspaces. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(6): 2680-2687 (2014)
[j85]
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Inmaculada Dopido, Jun Li, Paolo Gamba, Antonio Plaza:
A New Hybrid Strategy Combining Semisupervised Classification and Unmixing of Hyperspectral Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(8): 3619-3629 (2014)
[j84]
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Jun Li, Paolo Gamba, Antonio Plaza:
A Novel Semi-Supervised Method for Obtaining Finer Resolution Urban Extents Exploiting Coarser Resolution Maps. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(10): 4276-4287 (2014)
[j83]
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Xin Huang, Xuehua Guan, Jón Atli Benediktsson, Liangpei Zhang, Jun Li, Antonio Plaza, Mauro Dalla Mura:
Multiple Morphological Profiles From Multicomponent-Base Images for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(12): 4653-4669 (2014)
[j82]
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Marian-Daniel Iordache, José M. Bioucas-Dias, Antonio Plaza:
Collaborative Sparse Regression for Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 52(1): 341-354 (2014)
[j81]
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Marian-Daniel Iordache, José M. Bioucas-Dias, Antonio Plaza, Ben Somers:
MUSIC-CSR: Hyperspectral Unmixing via Multiple Signal Classification and Collaborative Sparse Regression. IEEE Trans. Geosci. Remote. Sens. 52(7): 4364-4382 (2014)
[j80]
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Benqin Song, Jun Li, Mauro Dalla Mura, Peijun Li, Antonio Plaza, José M. Bioucas-Dias, Jón Atli Benediktsson, Jocelyn Chanussot:
Remotely Sensed Image Classification Using Sparse Representations of Morphological Attribute Profiles. IEEE Trans. Geosci. Remote. Sens. 52(8): 5122-5136 (2014)
[j79]
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Mahdi Khodadadzadeh, Jun Li, Antonio Plaza, Hassan Ghassemian, José M. Bioucas-Dias, Xia Li:
Spectral-Spatial Classification of Hyperspectral Data Using Local and Global Probabilities for Mixed Pixel Characterization. IEEE Trans. Geosci. Remote. Sens. 52(10): 6298-6314 (2014)
[j78]
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Xin Huang, Qikai Lu, Liangpei Zhang, Antonio Plaza:
New Postprocessing Methods for Remote Sensing Image Classification: A Systematic Study. IEEE Trans. Geosci. Remote. Sens. 52(11): 7140-7159 (2014)
[j77]
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Miguel Angel Veganzones, Guillaume Tochon, Mauro Dalla Mura, Antonio J. Plaza, Jocelyn Chanussot:
Hyperspectral Image Segmentation Using a New Spectral Unmixing-Based Binary Partition Tree Representation. IEEE Trans. Image Process. 23(8): 3574-3589 (2014)
[j76]
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Jorge Sevilla, Sergio Bernabé, Antonio J. Plaza:
Unmixing-based content retrieval system for remotely sensed hyperspectral imagery on GPUs. J. Supercomput. 70(2): 588-599 (2014)
[c111]
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Alexander Agathos, Jun Li, José M. Bioucas-Dias, Antonio J. Plaza:
Robust minimum volume simplex analysis for hyperspectral unmixing. EUSIPCO 2014: 1582-1586
[c110]
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Yi Liu, Jun Li, Antonio J. Plaza, José M. Bioucas-Dias, Aurora Cuartero, Pablo García Rodríguez:
Spectral partitioning for hyperspectral remote sensing image classification. IGARSS 2014: 3434-3437
[c109]
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Mahdi Khodadadzadeh, Jun Li, Antonio J. Plaza, Paolo Gamba, Jón Atli Benediktsson, José M. Bioucas-Dias:
A new framework for hyperspectral image classification using multiple spectral and spatial features. IGARSS 2014: 4628-4631
[c108]
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  - conf/whispers/DrumetzVMTMPC14
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Lucas Drumetz, Miguel Angel Veganzones, Ruben Marrero, Guillaume Tochon, Mauro Dalla Mura, Antonio Plaza, Jocelyn Chanussot:
Binary partition tree-based local spectral unmixing. WHISPERS 2014: 1-4
[c107]
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Marian-Daniel Iordache, Akpona Okujeni, Sebastian van der Linden, José M. Bioucas-Dias, Antonio Plaza, Ben Somers:
On the use of collaborative sparse regression in hyperspectral unmixing chains. WHISPERS 2014: 1-4
[c106]
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Jun Li, Yi Liu, Antonio Plaza, Peijun Du, Mahdi Khodadadzadeh:
Spectrometer-driven spectral partitioning for hyperspectral image classification. WHISPERS 2014: 1-4
[c105]
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Andrea Marinoni, Javier Plaza, Antonio Plaza, Paolo Gamba:
Integrating multiple nonlinear estimators into hyperspectral unmixing. WHISPERS 2014: 1-4
[c104]
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Miguel Angel Veganzones, Lucas Drumetz, Guillaume Tochon, Mauro Dalla Mura, Antonio Plaza, José M. Bioucas-Dias, Jocelyn Chanussot:
A new extended linear mixing model to address spectral variability. WHISPERS 2014: 1-4
2013
[j75]
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Alfredo Remón, Sergio Sánchez, Sergio Bernabé, Enrique S. Quintana-Ortí, Antonio Plaza:
Performance versus energy consumption of hyperspectral unmixing algorithms on multi-core platforms. EURASIP J. Adv. Signal Process. 2013: 68 (2013)
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Carlos González, Sergio Sánchez, Abel Paz, Javier Resano, Daniel Mozos, Antonio Plaza:
Use of FPGA or GPU-based architectures for remotely sensed hyperspectral image processing. Integr. 46(2): 89-103 (2013)
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Eligius M. T. Hendrix, Inmaculada García, Javier Plaza, Antonio Plaza:
On the minimum volume simplex enclosure problem for estimating a linear mixing model. J. Glob. Optim. 56(3): 957-970 (2013)
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Sergio Bernabé, Sebastián López, Antonio Plaza, Roberto Sarmiento:
GPU Implementation of an Automatic Target Detection and Classification Algorithm for Hyperspectral Image Analysis. IEEE Geosci. Remote. Sens. Lett. 10(2): 221-225 (2013)
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A. Barberis, Giovanni Danese, Francesco Leporati, Antonio Plaza, Emanuele Torti:
Real-Time Implementation of the Vertex Component Analysis Algorithm on GPUs. IEEE Geosci. Remote. Sens. Lett. 10(2): 251-255 (2013)
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Jun Li, José M. Bioucas-Dias, Antonio Plaza:
Semisupervised Hyperspectral Image Classification Using Soft Sparse Multinomial Logistic Regression. IEEE Geosci. Remote. Sens. Lett. 10(2): 318-322 (2013)
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Sebastián López, Javier F. Moure, Antonio Plaza, Gustavo M. Callicó, José Francisco López, Roberto Sarmiento:
A New Preprocessing Technique for Fast Hyperspectral Endmember Extraction. IEEE Geosci. Remote. Sens. Lett. 10(5): 1070-1074 (2013)
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Sebastián López, Tanya Vladimirova, Carlos González, Javier Resano, Daniel Mozos, Antonio Plaza:
The Promise of Reconfigurable Computing for Hyperspectral Imaging Onboard Systems: A Review and Trends. Proc. IEEE 101(3): 698-722 (2013)
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Pat Cappelaere, Sergio Sánchez, Sergio Bernabé, Antonio Scuri, Daniel J. Mandl, Antonio Plaza:
Cloud Implementation of a Full Hyperspectral Unmixing Chain Within the NASA Web Coverage Processing Service for EO-1. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6(2-1): 408-418 (2013)
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José M. Molero, Ester M. Garzón, Inmaculada García, Antonio Plaza:
Analysis and Optimizations of Global and Local Versions of the RX Algorithm for Anomaly Detection in Hyperspectral Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6(2-3): 801-814 (2013)
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Sergio Bernabé, Sergio Sánchez, Antonio Plaza, Sebastián López, Jón Atli Benediktsson, Roberto Sarmiento:
Hyperspectral Unmixing on GPUs and Multi-Core Processors: A Comparison. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6(3): 1386-1398 (2013)
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Ángel Ferrán, Sergio Bernabé, Pablo García Rodríguez, Antonio Plaza:
A Web-Based System for Classification of Remote Sensing Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6(4): 1934-1948 (2013)
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Antonio Plaza:
Editorial. IEEE Trans. Geosci. Remote. Sens. 51(1): 3-4 (2013)
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Jun Li, José M. Bioucas-Dias, Antonio Plaza:
Spectral-Spatial Classification of Hyperspectral Data Using Loopy Belief Propagation and Active Learning. IEEE Trans. Geosci. Remote. Sens. 51(2): 844-856 (2013)
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Inmaculada Dopido, Jun Li, Prashanth Reddy Marpu, Antonio Plaza, José M. Bioucas-Dias, Jón Atli Benediktsson:
Semisupervised Self-Learning for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 51(7-1): 4032-4044 (2013)
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Jun Li, Prashanth Reddy Marpu, Antonio Plaza, José M. Bioucas-Dias, Jón Atli Benediktsson:
Generalized Composite Kernel Framework for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 51(9): 4816-4829 (2013)
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Gabriel Martín, José M. Bioucas-Dias, Antonio Plaza:
Hyperspectral coded aperture (HYCA): A new technique for hyperspectral compressive sensing. EUSIPCO 2013: 1-5
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Miguel Angel Veganzones, Guillaume Tochon, Mauro Dalla Mura, Antonio J. Plaza, Jocelyn Chanussot:
Hyperspectral image segmentation using a new spectral mixture-based binary partition tree representation. ICIP 2013: 245-249
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José M. Rodriguez Alves, José M. P. Nascimento, José M. Bioucas-Dias, Antonio Plaza, Vítor Silva:
Parallel sparse unmixing of hyperspectral data. IGARSS 2013: 1446-1449
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Mahdi Khodadadzadeh, Jun Li, Antonio Plaza, Hassan Ghassemian, José M. Bioucas-Dias:
Spectral-spatial classification for hyperspectral data using SVM and subspace MLR. IGARSS 2013: 2180-2183
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Marian-Daniel Iordache, Laurent Tits, Ben Somers, Antonio Plaza:
Improved signal unmixing of vegetation using sparse group selection. IGARSS 2013: 3018-3021
[c98]
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Miguel Angel Veganzones, Guillaume Tochon, Mauro Dalla Mura, Antonio J. Plaza, Jocelyn Chanussot:
A comparison study between windowing and binary partition trees for hyperspectral image information mining. IGARSS 2013: 4375-4378
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Jorge Sevilla Cedillo, Antonio Plaza:
A New Digital Repository for Remotely Sensed Hyperspectral Imagery on GPUs. SYNASC 2013: 473-480
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Inmaculada Dopido, Paolo Gamba, Antonio Plaza:
Spectral unmixing-based post-processing for hyperspectral image classification. WHISPERS 2013: 1-4
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Marian-Daniel Iordache, Ben Somers, Laurent Tits, José M. Bioucas-Dias, Antonio Plaza, Pol Coppin:
Plant production system monitoring via multiple signal classification and sparse regression. WHISPERS 2013: 1-4
[c94]
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Ruben Marrero, Sylvain Douté, Antonio Plaza, Jocelyn Chanussot:
Validation of spectral unmixing methods using photometry and topography information. WHISPERS 2013: 1-4
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Benqin Song, Jun Li, Peijun Li, Antonio Plaza:
Decision fusion based on extended multi-attribute profiles for hyperspectral image classification. WHISPERS 2013: 1-4
2012
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Sergio Bernabé, Antonio J. Plaza, Prashanth Reddy Marpu, Jón Atli Benediktsson:
A new parallel tool for classification of remotely sensed imagery. Comput. Geosci. 46: 208-218 (2012)
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Javier Plaza, Eligius M. T. Hendrix, Inmaculada García, Gabriel Martín, Antonio Plaza:
On Endmember Identification in Hyperspectral Images Without Pure Pixels: A Comparison of Algorithms. J. Math. Imaging Vis. 42(2-3): 163-175 (2012)
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Carlos González, Javier Resano, Antonio Plaza, Daniel Mozos:
FPGA Implementation of Abundance Estimation for Spectral Unmixing of Hyperspectral Data Using the Image Space Reconstruction Algorithm. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 5(1): 248-261 (2012)
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Antonio Plaza, José M. Bioucas-Dias, Anita Simic, William J. Blackwell:
Foreword to the Special Issue on Hyperspectral Image and Signal Processing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 5(2): 347-353 (2012)
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José M. Bioucas-Dias, Antonio Plaza, Nicolas Dobigeon, Mario Parente, Qian Du, Paul D. Gader, Jocelyn Chanussot:
Hyperspectral Unmixing Overview: Geometrical, Statistical, and Sparse Regression-Based Approaches. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 5(2): 354-379 (2012)
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Gabriel Martín, Antonio Plaza:
Spatial-Spectral Preprocessing Prior to Endmember Identification and Unmixing of Remotely Sensed Hyperspectral Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 5(2): 380-395 (2012)
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Ben Somers, Maciel Zortea, Antonio Plaza, Gregory P. Asner:
Automated Extraction of Image-Based Endmember Bundles for Improved Spectral Unmixing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 5(2): 396-408 (2012)
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Inmaculada Dopido, Alberto Villa, Antonio Plaza, Paolo Gamba:
A Quantitative and Comparative Assessment of Unmixing-Based Feature Extraction Techniques for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 5(2): 421-435 (2012)
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Carlos González, Daniel Mozos, Javier Resano, Antonio Plaza:
FPGA Implementation of the N-FINDR Algorithm for Remotely Sensed Hyperspectral Image Analysis. IEEE Trans. Geosci. Remote. Sens. 50(2): 374-388 (2012)
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Jun Li, José M. Bioucas-Dias, Antonio Plaza:
Spectral-Spatial Hyperspectral Image Segmentation Using Subspace Multinomial Logistic Regression and Markov Random Fields. IEEE Trans. Geosci. Remote. Sens. 50(3): 809-823 (2012)
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Eligius M. T. Hendrix, Inmaculada García, Javier Plaza, Gabriel Martín, Antonio Plaza:
A New Minimum-Volume Enclosing Algorithm for Endmember Identification and Abundance Estimation in Hyperspectral Data. IEEE Trans. Geosci. Remote. Sens. 50(7): 2744-2757 (2012)
[j48]
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Marian-Daniel Iordache, José M. Bioucas-Dias, Antonio Plaza:
Total Variation Spatial Regularization for Sparse Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 50(11): 4484-4502 (2012)
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Jun Li, Prashanth Reddy Marpu, Antonio Plaza, José M. Bioucas-Dias, Jón Atli Benediktsson:
A New Multiple Classifier System for Semi-supervised Analysis of Hyperspectral Images. ICPRAM (1) 2012: 406-411
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Gabriel Martín, José M. Bioucas-Dias, Antonio Plaza:
Hyperspectral coded aperture (HYCA): A new technique for hyperspectral compressive sensing. IGARSS 2012: 1381-1384
[c90]
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Luis-Ignacio Jimenez, Gabriel Martín, Antonio Plaza:
HyperMix: A new tool for quantitative evaluation of end member identification and spectral unmixing techniques. IGARSS 2012: 1393-1396
[c89]
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Inmaculada Dopido, Jun Li, Antonio Plaza, José M. Bioucas-Dias:
Semi-supervised active learning for urban hyperspectral image classification. IGARSS 2012: 1586-1589
[c88]
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Qian Du, José M. Bioucas-Dias, Antonio Plaza:
Hyperspectral band selection using a collaborative sparse model. IGARSS 2012: 3054-3057
[c87]
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Jun Li, José M. Bioucas-Dias, Antonio Plaza:
Collaborative nonnegative matrix factorization for remotely sensed hyperspectral unmixing. IGARSS 2012: 3078-3081
[c86]
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Sergio Bernabé, Antonio Plaza, Sebastián López, Roberto Sarmiento:
Parallel implementation of a hyperspectral unmixing chain: Graphic processing units versus multi-core processors. IGARSS 2012: 3463-3466
[c85]
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Sergio Sánchez, Antonio Plaza:
Parallel hyperspectral image compression using iterative error analysis on graphics processing units. IGARSS 2012: 3474-3477
[c84]
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José M. Rodriguez Alves, José M. P. Nascimento, José M. Bioucas-Dias, Vítor Silva, Antonio Plaza:
Parallel implementation of vertex component analysis for hyperspectral endmember extraction. IGARSS 2012: 4078-4081
[c83]
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Thomas Schmid, Alicia Palacios-Orueta, Sabine Chabrillat, Eyal Ben-Dor, Antonio Plaza, Manuel Rodríguez, Margarita Huesca, Marta Pelayo, Cristina Pascual, Paula Escribano, Víctor Cicuéndez:
Spectral characterisation of land surface composition to determine soil erosion within semiarid rainfed cultivated areas. IGARSS 2012: 7082-7085
[c82]
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Marian-Daniel Iordache, José M. Bioucas-Dias, Antonio Plaza:
Collaborative sparse unmixing of hyperspectral data. IGARSS 2012: 7488-7491
[c81]
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Sergio Sánchez, Antonio Plaza:
Real-time lossy compression of hyperspectral images using iterative error analysis on graphics processing units. Real-Time Image and Video Processing 2012: 84370G
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Inmaculada Dopido, Jun Li, Antonio Plaza, Paolo Gamba:
Semi-supervised classification of hyperspectral data using spectral unmixing concepts. TyWRRS 2012: 353-358
[c79]
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José M. Rodriguez Alves, José M. P. Nascimento, Antonio J. Plaza, Sergio Sánchez, José M. Bioucas-Dias, Vítor Silva:
Vertex component analysis GPU-based implementation for hyperspectral unmixing. WHISPERS 2012: 1-4
[c78]
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Inmaculada Dopido, Jun Li, Antonio J. Plaza, José M. Bioucas-Dias:
A new semi-supervised approach for hyperspectral image classification with different active learning strategies. WHISPERS 2012: 1-4
[c77]
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Marian-Daniel Iordache, José M. Bioucas-Dias, Antonio J. Plaza:
Dictionary pruning in sparse unmixing of hyperspectral data. WHISPERS 2012: 1-4
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Jun Li, José M. Bioucas-Dias, Antonio J. Plaza:
Semi-supervised discriminative random field for hyperspectral image classification. WHISPERS 2012: 1-4
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Jun Li, José M. Bioucas-Dias, Antonio J. Plaza:
Nonnegative matrix factorization with collaborativity for hyperspectral unmixing. WHISPERS 2012: 1-4
2011
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Sergio Sánchez, Abel Paz, Gabriel Martín, Antonio Plaza:
Parallel unmixing of remotely sensed hyperspectral images on commodity graphics processing units. Concurr. Comput. Pract. Exp. 23(13): 1538-1557 (2011)
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Fernando García-Vílchez, Jordi Muñoz-Marí, Maciel Zortea, Ian Blanes, Vicente González Ruiz, Gustavo Camps-Valls, Antonio Plaza, Joan Serra-Sagristà:
On the Impact of Lossy Compression on Hyperspectral Image Classification and Unmixing. IEEE Geosci. Remote. Sens. Lett. 8(2): 253-257 (2011)
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Gabriel Martín, Antonio Plaza:
Region-Based Spatial Preprocessing for Endmember Extraction and Spectral Unmixing. IEEE Geosci. Remote. Sens. Lett. 8(4): 745-749 (2011)
[j44]
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Inmaculada Dopido, Maciel Zortea, Alberto Villa, Antonio Plaza, Paolo Gamba:
Unmixing Prior to Supervised Classification of Remotely Sensed Hyperspectral Images. IEEE Geosci. Remote. Sens. Lett. 8(4): 760-764 (2011)
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Alfredo Remón, Sergio Sánchez, Abel Paz, Enrique S. Quintana-Ortí, Antonio Plaza:
Real-Time Endmember Extraction on Multicore Processors. IEEE Geosci. Remote. Sens. Lett. 8(5): 924-928 (2011)
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Antonio Plaza, Javier Plaza, Abel Paz, Sergio Sánchez:
Parallel Hyperspectral Image and Signal Processing [Applications Corner]. IEEE Signal Process. Mag. 28(3): 119-126 (2011)
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Antonio Plaza, Qian Du, Yang-Lang Chang, Roger L. King:
Foreword to the Special Issue on High Performance Computing in Earth Observation and Remote Sensing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 4(3): 503-507 (2011)
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Craig A. Lee, Samuel D. Gasster, Antonio Plaza, Chein-I Chang, Bormin Huang:
Recent Developments in High Performance Computing for Remote Sensing: A Review. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 4(3): 508-527 (2011)
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Antonio Plaza, Qian Du, Yang-Lang Chang, Roger L. King:
High Performance Computing for Hyperspectral Remote Sensing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 4(3): 528-544 (2011)
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Marian-Daniel Iordache, José M. Bioucas-Dias, Antonio Plaza:
Sparse Unmixing of Hyperspectral Data. IEEE Trans. Geosci. Remote. Sens. 49(6-1): 2014-2039 (2011)
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Jun Li, José M. Bioucas-Dias, Antonio Plaza:
Hyperspectral Image Segmentation Using a New Bayesian Approach With Active Learning. IEEE Trans. Geosci. Remote. Sens. 49(10): 3947-3960 (2011)
[j36]
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Antonio Plaza, Qian Du, José M. Bioucas-Dias, Xiuping Jia, Fred A. Kruse:
Foreword to the Special Issue on Spectral Unmixing of Remotely Sensed Data. IEEE Trans. Geosci. Remote. Sens. 49(11): 4104-4111 (2011)
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José Antonio Martínez, Ester M. Garzón, Antonio Plaza, Inmaculada García:
Automatic tuning of iterative computation on heterogeneous multiprocessors with ADITHE. J. Supercomput. 58(2): 151-159 (2011)
[j34]
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José M. Molero, Abel Paz, Ester M. Garzón, José Antonio Martínez, Antonio J. Plaza, Inmaculada García:
Fast anomaly detection in hyperspectral images with RX method on heterogeneous clusters. J. Supercomput. 58(3): 411-419 (2011)
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Sergio Bernabé, Sebastián López, Antonio Plaza, Roberto Sarmiento, Pablo García Rodríguez:
FPGA Design of an Automatic Target Generation Process for Hyperspectral Image Analysis. ICPADS 2011: 1010-1015
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Sergio Bernabé, Antonio Plaza:
Commodity Cluster-Based Parallel Implementation of an Automatic Target Generation Process for Hyperspectral Image Analysis. ICPADS 2011: 1038-1043
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José M. Bioucas-Dias, Antonio Plaza:
An overview on hyperspectral unmixing: Geometrical, statistical, and sparse regression based approaches. IGARSS 2011: 1135-1138
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Paolo Gamba, Alberto Villa, Antonio Plaza, Jocelyn Chanussot, Jón Atli Benediktsson:
Urban area product simulation for the EnMap hyperspectral sensor. IGARSS 2011: 1259-1262
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Gabriel Martín, Antonio Plaza, Maciel Zortea:
Noise-robust spatial preprocessing prior to endmember extraction from hyperspectral data. IGARSS 2011: 1287-1290
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Sergio Sánchez, Abel Paz, Antonio Plaza:
Real-time spectral unmixing using iterative error analysis on commodity graphics processing units. IGARSS 2011: 1767-1770
[c68]
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Marian-Daniel Iordache, José M. Bioucas-Dias, Antonio Plaza:
Hyperspectral unmixingwith sparse group lasso. IGARSS 2011: 3586-3589
[c67]
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Jun Li, José M. Bioucas-Dias, Antonio Plaza:
A new subspace discriminant analysis approach for supervised hyperspectral image classification. IGARSS 2011: 3911-3914
[c66]
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Inmaculada Dopido, Antonio Plaza:
Unmixing prior to supervised classification of urban hyperspectral images. JURSE 2011: 97-100
[c65]
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Inmaculada Dopido, Alberto Villa, Antonio J. Plaza, Paolo Gamba:
A comparative assessment of several processing chains for hyperspectral image classification: What features to use? WHISPERS 2011: 1-4
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Marian-Daniel Iordache, José M. Bioucas-Dias, Antonio J. Plaza:
Total variation regulatization in sparse hyperspectral unmixing. WHISPERS 2011: 1-4
[c63]
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Jun Li, José M. Bioucas-Dias, Antonio J. Plaza:
Semi-supervised hyperspectral image classification using a new (soft) sparse multinomial logistic regression model. WHISPERS 2011: 1-4
[c62]
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Gabriel Martín, Javier Plaza, Antonio J. Plaza:
On the incorporation of spatial information to endmember identification algorithms without the pure pixel assumption. WHISPERS 2011: 1-4
[c61]
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Alberto Villa, Jun Li, Antonio J. Plaza, José M. Bioucas-Dias:
A new semi-supervised algorithm for hyperspectral image classification based on spectral unmixing concepts. WHISPERS 2011: 1-4
2010
[j33]
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Antonio J. Plaza, Javier Plaza, Abel Paz:
Parallel heterogeneous CBIR system for efficient hyperspectral image retrieval using spectral mixture analysis. Concurr. Comput. Pract. Exp. 22(9): 1138-1159 (2010)
[j32]
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Carlos González, Javier Resano, Daniel Mozos, Antonio Plaza, David Valencia:
FPGA Implementation of the Pixel Purity Index Algorithm for Remotely Sensed Hyperspectral Image Analysis. EURASIP J. Adv. Signal Process. 2010 (2010)
[j31]
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Abel Paz, Antonio Plaza:
Clusters versus GPUs for Parallel Target and Anomaly Detection in Hyperspectral Images. EURASIP J. Adv. Signal Process. 2010 (2010)
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Antonio Plaza, Javier Plaza, Abel Paz:
Improving the scalability of hyperspectral imaging applications on heterogeneous platforms using adaptive run-time data compression. Comput. Geosci. 36(10): 1283-1291 (2010)
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