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Antonio Plaza
Antonio J. Plaza
Person information

- affiliation: University of Maryland, USA
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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]