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Antonio Plaza
Antonio J. Plaza
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- affiliation: University of Maryland, USA
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2020 – today
- 2025
- [j425]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]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]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]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]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]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]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]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) - [j417]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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) - [j377]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) - [j376]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) - [j375]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) - [j374]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) - [j373]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) - [j372]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]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) - [j370]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) - [c187]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 - [c186]Matteo Ciotola, Giuseppe Guarino, Gemine Vivone, Jocelyn Chanussot, Antonio Plaza, Giuseppe Scarpa:
Hyperspectral Pansharpening: Review and Future Perspectives. IGARSS 2024: 1231-1234 - [c185]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]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]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]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]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]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) - [j368]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) - [j367]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) - [j366]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]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]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) - [j363]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) - [j362]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]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]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]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) - [j358]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]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) - [j356]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) - [j355]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]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]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) - [j352]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]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]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) - [j349]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]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) - [j347]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) - [j346]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) - [j345]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]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]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]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]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]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]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]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]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]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) - [c184]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 - [c183]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 - [i12]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
- [j335]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) - [j334]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) - [j333]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) - [j332]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) - [j331]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) - [j330]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) - [j329]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) - [j328]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) - [j327]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) - [j326]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) - [j325]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) - [j324]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]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) - [j322]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]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]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]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]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) - [j317]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]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]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]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) - [j313]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) - [j312]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]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]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]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) - [j308]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]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) - [j306]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) - [j305]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) - [j304]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) - [j303]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) - [j302]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) - [j301]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) - [j300]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]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]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]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) - [j296]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]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]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]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]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]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]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) - [j289]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) - [j288]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) - [j287]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) - [j286]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) - [c182]Yunfei Li, Jun Li, Antonio Plaza
:
A Noise Proof Strategy for Spatio-Temporal Fusion of Remote Sensing Imagery. IGARSS 2022: 895-898 - [c181]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 - [c180]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]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]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]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) - [i8]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
- [j285]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) - [j284]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) - [j283]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) - [j282]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) - [j281]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) - [j280]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) - [j279]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]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]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]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]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]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]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) - [j272]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]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]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]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]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]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) - [j266]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) - [j265]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) - [j264]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) - [j263]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) - [j262]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) - [j261]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]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]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) - [j258]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) - [j257]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) - [j256]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]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]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]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]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]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]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]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 - [i7]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]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]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]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) - [j252]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) - [j251]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]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) - [j249]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]Mercedes Eugenia Paoletti
, Juan Mario Haut
, Javier Plaza
, Antonio Plaza
:
Training Capsnets via Active Learning for Hyperspectral Image Classification. IGARSS 2020: 40-43 - [c172]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]Xueqian Wang, Gang Li, Antonio Plaza
:
Adaptive Superpixel Segmentation with Fisher Vectors for Ship Detection in SAR Images. IGARSS 2020: 1436-1439 - [c170]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]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]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]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]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]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
- 2019
- [j225]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]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]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]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]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]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]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]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]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]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]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) - [j214]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) - [j213]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) - [j212]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) - [j211]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) - [j210]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) - [j209]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) - [j208]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) - [j207]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]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) - [j205]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) - [j204]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) - [j203]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]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]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]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 - [c164]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]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]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 - [c161]Nanjun He, Leyuan Fang, Yi Li, Antonio Plaza
:
High-Order Self-Attention Network for Remote Sensing Scene Classification. IGARSS 2019: 3013-3016 - [c160]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]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]Chenying Liu, Jun Li, Lin He, Antonio J. Plaza, Shutao Li, Bo Li:
Naive Gabor Networks. CoRR abs/1912.03991 (2019) - 2018
- [j201]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) - [j200]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]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) - [j198]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]Nanjun He, Leyuan Fang, Shutao Li, Antonio J. Plaza
:
Covariance Matrix Based Feature Fusion for Scene Classification. IGARSS 2018: 3587-3590 - [c156]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]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]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]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) - [j177]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) - [j176]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) - [j175]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) - [j174]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) - [j173]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) - [j172]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]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) - [j170]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) - [j169]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) - [j168]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) - [j167]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) - [j166]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) - [j165]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) - [j164]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) - [j163]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) - [j162]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]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]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]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) - [j158]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) - [j157]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) - [j156]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]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]Shaoquan Zhang, Jun Li, Javier Plaza
, Heng-Chao Li, Antonio Plaza
:
Spatial weighted sparse regression for hyperspectral image unmixing. IGARSS 2017: 225-228 - [c151]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]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 - [c149]Yi Liu, José M. Bioucas-Dias, Jun Li, Antonio Plaza
:
Hyperspectral cloud shadow removal based on linear unmixing. IGARSS 2017: 1000-1003 - [c148]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 - [c147]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]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]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]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) - [j154]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) - [j153]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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) - [j135]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) - [j134]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) - [j133]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) - [j132]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]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]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]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]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]Yibao Sun, Jun Li
, Wei Wang, Antonio Plaza
, Zeqiang Chen:
Active learning based autoencoder for hyperspectral imagery classification. IGARSS 2016: 469-472 - [c144]Mahdi Khodadadzadeh, Lorenzo Bruzzone, Jun Li
, Antonio J. Plaza
:
A Gaussian approach to subspace based classification of hyperspectral images. IGARSS 2016: 3278-3281 - [c143]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]Alp Ertürk, Sarp Ertürk, Antonio J. Plaza
:
Unmixing with SLIC superpixels for hyperspectral change detection. IGARSS 2016: 3370-3373 - [c141]Xiang Xu, Jun Li, Antonio J. Plaza
:
Fusion of hyperspectral and LiDAR data using morphological component analysis. IGARSS 2016: 3575-3578 - [c140]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]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]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]Andrea Marinoni, Antonio J. Plaza
, Paolo Gamba
:
On the detection of linear mixtures in hyperspectral images. IGARSS 2016: 6990-6993 - [c136]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]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 - [c134]Andrea Marinoni, Javier Plaza
, Antonio Plaza
, Paolo Gamba:
An iterative enhancement of higher order nonlinear mixture model for accurate hyperspectral unmixing. WHISPERS 2016: 1 - [c133]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]Naoto Yokoya
, Xiao Xiang Zhu
, Antonio Plaza
:
Graph-regularized coupled spectral unmixing for multisensor time-series analysis. WHISPERS 2016: 1-5 - [c131]Shaoquan Zhang, Jun Li, Zebin Wu
, Antonio Plaza
:
Sparse hyperspectral unmixing with spatial discontinuity preservation. WHISPERS 2016: 1-4 - [i1]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
- [j127]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]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]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]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]Alp Ertürk, Antonio Plaza
:
Informative Change Detection by Unmixing for Hyperspectral Images. IEEE Geosci. Remote. Sens. Lett. 12(6): 1252-1256 (2015) - [j122]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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 - [c128]Maria Angeles Garcia-Sopo, Aurora Cuartero
, Pablo García Rodríguez
, Antonio J. Plaza
:
Hyperspectral and lidar data integration and classification. IGARSS 2015: 57-60 - [c127]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 - [c126]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]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 - [c124]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 - [c123]Luis-Ignacio Jimenez, Antonio J. Plaza
:
HyperMix: An open source tool for hyperspectral imaging. IGARSS 2015: 1749-1752 - [c122]Gabriel Martín
, José M. Bioucas-Dias
, Antonio J. Plaza
:
B-HYCA: Blind hyperspectral compressive sensing. IGARSS 2015: 2856-2859 - [c121]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 - [c120]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]Yi Liu, Jun Li, Antonio Plaza
, Kun Tan
:
Class-oriented spectral partitioning for hyperspectral image classification. IGARSS 2015: 4983-4986 - [c118]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]Mahdi Khodadadzadeh, Jun Li, Antonio Plaza
, José M. Bioucas-Dias
:
Hyperspectral image classification based on union of subspaces. JURSE 2015: 1-4 - [c116]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]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]Alp Ertürk, Marian-Daniel Iordache
, Antonio Plaza
:
Hyperspectral change detection by sparse unmixing with dictionary pruning. WHISPERS 2015: 1-4 - [c113]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]Alexander Agathos, Jun Li, José M. Bioucas-Dias, Antonio J. Plaza:
Robust minimum volume simplex analysis for hyperspectral unmixing. EUSIPCO 2014: 1582-1586 - [c110]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]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]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]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]Jun Li, Yi Liu, Antonio Plaza
, Peijun Du, Mahdi Khodadadzadeh:
Spectrometer-driven spectral partitioning for hyperspectral image classification. WHISPERS 2014: 1-4 - [c105]Andrea Marinoni, Javier Plaza
, Antonio Plaza
, Paolo Gamba:
Integrating multiple nonlinear estimators into hyperspectral unmixing. WHISPERS 2014: 1-4 - [c104]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]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) - [j74]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) - [j73]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) - [j72]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) - [j71]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) - [j70]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) - [j69]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) - [j68]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) - [j67]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) - [j66]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) - [j65]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) - [j64]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) - [j63]Antonio Plaza
:
Editorial. IEEE Trans. Geosci. Remote. Sens. 51(1): 3-4 (2013) - [j62]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) - [j61]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) - [j60]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) - [c103]Gabriel Martín, José M. Bioucas-Dias, Antonio Plaza:
Hyperspectral coded aperture (HYCA): A new technique for hyperspectral compressive sensing. EUSIPCO 2013: 1-5 - [c102]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 - [c101]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 - [c100]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 - [c99]Marian-Daniel Iordache
, Laurent Tits
, Ben Somers
, Antonio Plaza
:
Improved signal unmixing of vegetation using sparse group selection. IGARSS 2013: 3018-3021 - [c98]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 - [c97]Jorge Sevilla Cedillo, Antonio Plaza
:
A New Digital Repository for Remotely Sensed Hyperspectral Imagery on GPUs. SYNASC 2013: 473-480 - [c96]Inmaculada Dopido, Paolo Gamba, Antonio Plaza
:
Spectral unmixing-based post-processing for hyperspectral image classification. WHISPERS 2013: 1-4 - [c95]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]Ruben Marrero, Sylvain Douté, Antonio Plaza
, Jocelyn Chanussot:
Validation of spectral unmixing methods using photometry and topography information. WHISPERS 2013: 1-4 - [c93]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
- [j59]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) - [j58]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) - [j57]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) - [j56]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) - [j55]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) - [j54]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) - [j53]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) - [j52]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) - [j51]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) - [j50]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) - [j49]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]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) - [c92]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 - [c91]Gabriel Martín
, José M. Bioucas-Dias
, Antonio Plaza
:
Hyperspectral coded aperture (HYCA): A new technique for hyperspectral compressive sensing. IGARSS 2012: 1381-1384 - [c90]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]Inmaculada Dopido, Jun Li
, Antonio Plaza
, José M. Bioucas-Dias
:
Semi-supervised active learning for urban hyperspectral image classification. IGARSS 2012: 1586-1589 - [c88]Qian Du
, José M. Bioucas-Dias
, Antonio Plaza
:
Hyperspectral band selection using a collaborative sparse model. IGARSS 2012: 3054-3057 - [c87]Jun Li
, José M. Bioucas-Dias
, Antonio Plaza
:
Collaborative nonnegative matrix factorization for remotely sensed hyperspectral unmixing. IGARSS 2012: 3078-3081 - [c86]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]Sergio Sánchez, Antonio Plaza
:
Parallel hyperspectral image compression using iterative error analysis on graphics processing units. IGARSS 2012: 3474-3477 - [c84]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]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]Marian-Daniel Iordache
, José M. Bioucas-Dias
, Antonio Plaza
:
Collaborative sparse unmixing of hyperspectral data. IGARSS 2012: 7488-7491 - [c81]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 - [c80]Inmaculada Dopido, Jun Li, Antonio Plaza
, Paolo Gamba
:
Semi-supervised classification of hyperspectral data using spectral unmixing concepts. TyWRRS 2012: 353-358 - [c79]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]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]Marian-Daniel Iordache
, José M. Bioucas-Dias
, Antonio J. Plaza
:
Dictionary pruning in sparse unmixing of hyperspectral data. WHISPERS 2012: 1-4 - [c76]Jun Li, José M. Bioucas-Dias
, Antonio J. Plaza
:
Semi-supervised discriminative random field for hyperspectral image classification. WHISPERS 2012: 1-4 - [c75]Jun Li, José M. Bioucas-Dias
, Antonio J. Plaza
:
Nonnegative matrix factorization with collaborativity for hyperspectral unmixing. WHISPERS 2012: 1-4 - 2011
- [j47]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) - [j46]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) - [j45]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]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) - [j43]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) - [j42]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) - [j41]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) - [j40]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) - [j39]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) - [j38]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) - [j37]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]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) - [j35]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]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) - [c74]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 - [c73]Sergio Bernabé
, Antonio Plaza
:
Commodity Cluster-Based Parallel Implementation of an Automatic Target Generation Process for Hyperspectral Image Analysis. ICPADS 2011: 1038-1043 - [c72]José M. Bioucas-Dias
, Antonio Plaza
:
An overview on hyperspectral unmixing: Geometrical, statistical, and sparse regression based approaches. IGARSS 2011: 1135-1138 - [c71]Paolo Gamba
, Alberto Villa, Antonio Plaza
, Jocelyn Chanussot, Jón Atli Benediktsson
:
Urban area product simulation for the EnMap hyperspectral sensor. IGARSS 2011: 1259-1262 - [c70]Gabriel Martín
, Antonio Plaza
, Maciel Zortea:
Noise-robust spatial preprocessing prior to endmember extraction from hyperspectral data. IGARSS 2011: 1287-1290 - [c69]Sergio Sánchez, Abel Paz
, Antonio Plaza
:
Real-time spectral unmixing using iterative error analysis on commodity graphics processing units. IGARSS 2011: 1767-1770 - [c68]Marian-Daniel Iordache
, José M. Bioucas-Dias
, Antonio Plaza
:
Hyperspectral unmixingwith sparse group lasso. IGARSS 2011: 3586-3589 - [c67]Jun Li
, José M. Bioucas-Dias
, Antonio Plaza
:
A new subspace discriminant analysis approach for supervised hyperspectral image classification. IGARSS 2011: 3911-3914 - [c66]Inmaculada Dopido, Antonio Plaza
:
Unmixing prior to supervised classification of urban hyperspectral images. JURSE 2011: 97-100 - [c65]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 - [c64]Marian-Daniel Iordache
, José M. Bioucas-Dias
, Antonio J. Plaza
:
Total variation regulatization in sparse hyperspectral unmixing. WHISPERS 2011: 1-4 - [c63]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]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]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]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]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]Abel Paz
, Antonio Plaza
:
Clusters versus GPUs for Parallel Target and Anomaly Detection in Hyperspectral Images. EURASIP J. Adv. Signal Process. 2010 (2010) - [j30]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) - [j29]