Stop the war!Остановите войну!
for scientists:
default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDAntonio Plaza
Antonio J. Plaza
Person information
- affiliation: University of Maryland, USA
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
showing all ?? records
2020 – today
- 2023
[j348]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)- [j347]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) - [j346]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) - [j345]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) - [j344]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) - [j343]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) - [j342]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) - [j341]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) - [j340]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) - [j339]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) - [j338]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) - [j337]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) - [j336]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) - 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]