Antonio Plaza

555 papers A 2B 4C 66Misc 4Journal 434Unranked 44
YearRankTypeTitle / Venue / Authors
2026 J jnl
Domain-Adaptive Mamba for Cross-Scene Hyperspectral Image Classification.
IEEE Trans. Image Process.
Puhong Duan, Shiyu Jin, Xiaotian Lu, Lianhui Liang, Xudong Kang, Antonio Plaza
2026 J jnl
Masked Self-Attention Fusion Network for Joint Classification of Hyperspectral and LiDAR Data.
IEEE Trans. Image Process.
Lulu Shi, Chunchao Li, Zhengchao Zeng, Puhong Duan, Behnood Rasti, Antonio Plaza
2026 J jnl
Semisupervised graph U-Net with G-ConvLSTM for hyperspectral image classification.
Expert Syst. Appl.
Jin-Yu Yang, Heng-Chao Li, Xin-Ru Feng, Feng Gao, Qian Du, Antonio Plaza
2025 J jnl
A Comparative Study of Model Interpretability Considering the Decision Differentiation of Landslide Susceptibility Models.
IEEE Trans. Geosci. Remote. Sens.
Liang Lv, Tao Chen, Gang Liu, Jie Dou, Antonio Plaza
2025 J jnl
A New Multiscale Superpixel Mamba for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Yilin Duan, Long Yu, Jia Chen, Zhaozhao Zeng, Jun Li, Antonio Plaza
2025 J jnl
A Selective Semantic Transformer for Spectral Super-Resolution of Multispectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Chengle Zhou, Zhi He, Guanglin Lai, Antonio Plaza
2025 J jnl
A Spectral-Spatial Attention Network for Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens.
Xuanwen Tao, Bikram Koirala, Behnood Rasti, Antonio Plaza, Paul Scheunders
2025 J jnl
AF
IEEE Trans. Geosci. Remote. Sens.
Zhuoyu Chen, Bing Tu, Bo Liu, Jun Li, Antonio Plaza
2025 J jnl
Adaptive Feature Self-Attention in Spiking Neural Networks for Hyperspectral Classification.
IEEE Trans. Geosci. Remote. Sens.
Heng Li, Bing Tu, Bo Liu, Jun Li, Antonio Plaza
2025 J jnl
Anomaly Detection in Hyperspectral Images Using Adaptive Graph Frequency Location.
IEEE Trans. Neural Networks Learn. Syst.
Bing Tu, Xianchang Yang, Baoliang He, Yunyun Chen, Jun Li, Antonio Plaza
2025 J jnl
Arbitrary-Resolution Hyperspectral Pansharpening Neural Operators.
IEEE Trans. Geosci. Remote. Sens.
Lin He, Zhou Fang, Jun Li, Hanghui Ye, Antonio Plaza
2025 J jnl
CAEM-DETR: Small Aerial Target Detection via Contrastive Attention-Enhanced Multidomain Fidelity Fusion.
IEEE Trans. Geosci. Remote. Sens.
Zhangheng Han, Yang Xu, Jun Li, Javier Plaza, Antonio Plaza, Zhihui Wei, Zebin Wu
2025 J jnl
Classification of Multisource Remote Sensing Data Using Slice Mamba.
IEEE Trans. Geosci. Remote. Sens.
Yan He, Bing Tu, Puzhao Jiang, Bo Liu, Jun Li, Antonio Plaza
2025 J jnl
Corrigendum to "Semi-automatic paddy rice intensity mapping for southern China with multiple cropping systems". [Int. J. Appl. Earth Obs. Geoinform. 144C (2025) 104862].
Int. J. Appl. Earth Obs. Geoinformation
Liangli Meng, Long Yu, Yunfei Li, Ruoque Shen, Wenping Yuan, Yong Xie, Jun Li, Li Zhuo, Antonio Plaza
2025 J jnl
DBMLLA: Double-Branch Mamba-Like Linear Attention Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Lianhui Liang, Peiyi Xie, Ying Zhang, Jiaxin Li, Zhe Zhang, Jun Li, Antonio Plaza
2025 J jnl
Fully Tensorized Lightweight ConvLSTM Neural Networks for Hyperspectral Image Classification.
IEEE Trans. Neural Networks Learn. Syst.
Tian-Yu Ma, Heng-Chao Li, Yu-Bang Zheng, Qian Du, Antonio Plaza
2025 J jnl
GSFANet: Global Spatial-Frequency Attention Network for Infrared Small Target Detection.
IEEE Trans. Geosci. Remote. Sens.
Chuiyi Deng, Zhuoyi Zhao, Xiang Xu, Yixin Xia, Junwei Li, Antonio Plaza
2025 J jnl
Graph Signal Sampling-Based Active Learning for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Long Yu, Jun Li, Lin He, Antonio Plaza, Li Zhuo
2025 J jnl
HSACT: A hierarchical semantic-aware CNN-Transformer for remote sensing image spectral super-resolution.
Neurocomputing
Chengle Zhou, Zhi He, Liwei Zou, Yunfei Li, Antonio Plaza
2025 J jnl
HSI-MFormer: Integrating Mamba and Transformer Experts for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Yan He, Bing Tu, Bo Liu, Jun Li, Antonio Plaza
2025 J jnl
High-Resolution Aerosol Retrieval Algorithm via Convolutional Kolmogorov-Arnold Network.
IEEE Trans. Geosci. Remote. Sens.
Bing Tu, Chengxin Hu, Bo Liu, Jun Li, Antonio Plaza
2025 J jnl
Hybrid Tunnel Entrance Detection via Multiple Morphological Component-Based Texture Enhancement.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Heng Huang, Jia Chen, Tao Chen, Jun Li, Antonio Plaza
2025 J jnl
Hyperspectral Image Classification With Mamba.
IEEE Trans. Geosci. Remote. Sens.
Zhaojie Pan, Chenyu Li, Antonio Plaza, Jocelyn Chanussot, Danfeng Hong
2025 J jnl
Hyperspectral Image Classification via Neighborhood Adaptive Graph Isomorphism Network.
IEEE Trans. Geosci. Remote. Sens.
Jian Zhang, Bing Tu, Bo Liu, Jun Li, Antonio Plaza
2025 J jnl
Hyperspectral Imaging.
CoRR
Danfeng Hong, Chenyu Li, Naoto Yokoya, Bing Zhang, Xiuping Jia, Antonio Plaza, Paolo Gamba, Jón Atli Benediktsson, Jocelyn Chanussot
2025 J jnl
Hyperspectral and Multispectral Image Fusion for Remotely Sensed Target Detection: A New Cloud-Edge Collaborative Approach.
IEEE Trans. Geosci. Remote. Sens.
Zebin Wu, Chenxin Liu, Jin Sun, Jun Hu, Zhihui Wei, Javier Plaza, Antonio Plaza
2025 J jnl
IED-GCN: An Internal and External Decoupled Graph Convolutional Network for Landslide Susceptibility Assessment.
IEEE Trans. Geosci. Remote. Sens.
Yuchen Li, Tao Chen, Liang Lv, Ruiqing Niu, Antonio Plaza
2025 J jnl
LKMA: Learnable Kernel and Mamba With Spatial-Spectral Attention Fusion for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Lianhui Liang, Jing Zhang, Puhong Duan, Xudong Kang, Thomas Xinzhang Wu, Jun Li, Antonio Plaza
2025 J jnl
Learning Disentangled Priors for Hyperspectral Anomaly Detection: A Coupling Model-Driven and Data-Driven Paradigm.
IEEE Trans. Neural Networks Learn. Syst.
Chenyu Li, Bing Zhang, Danfeng Hong, Xiuping Jia, Antonio Plaza, Jocelyn Chanussot
2025 J jnl
Low-Rank and Sparse Representation Meet Deep Unfolding: A New Interpretable Network for Hyperspectral Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Chengle Zhou, Zhi He, Jian Dong, Yunfei Li, Jinchang Ren, Antonio Plaza
2025 J jnl
Multi-Scale Autoencoder Suppression Strategy for Hyperspectral Image Anomaly Detection.
IEEE Trans. Image Process.
Bing Tu, Tao Zhou, Bo Liu, Yan He, Jun Li, Antonio Plaza
2025 J jnl
Multimodal Data Fusion Classification via Adaptive Frequency Domain Sparse Enhancement.
IEEE Trans. Geosci. Remote. Sens.
Xiao Wei, Bing Tu, Bo Liu, Jun Li, Antonio Plaza
2025 J jnl
Multiscale Spatial Graph-Regularized Hierarchical Sparse Unmixing Based on the Framelet Transform.
IEEE Trans. Geosci. Remote. Sens.
Shaoquan Zhang, Yuyang Liu, Fan Li, Jiajun Zheng, Lianhui Liang, Antonio Plaza, Chengzhi Deng, Shengqian Wang
2025 J jnl
PFS3F: Probabilistic Fusion of Superpixel-Wise and Semantic-Aware Structural Features for Hyperspectral Image Classification.
IEEE Trans. Circuits Syst. Video Technol.
Ying Zhang, Puhong Duan, Lianhui Liang, Xudong Kang, Jun Li, Antonio Plaza
2025 J jnl
REDU-Net: Robust and Efficient Dynamic Unfolding Network for Abundance Estimation.
IEEE Trans. Geosci. Remote. Sens.
Youran Ge, Lirong Han, Mercedes Eugenia Paoletti, Juan Mario Haut, Gangrong Qu, Antonio Plaza
2025 J jnl
Retinex-Based Dual-Branch Feature Extraction Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Ying Zhang, Jintai Shen, Lianhui Liang, Xiaotian Lu, Puhong Duan, Lin Jia, Antonio Plaza
2025 J jnl
SAM-Based Building Change Detection With Distribution-Aware Fourier Adaptation and Edge-Constrained Warping.
IEEE Trans. Geosci. Remote. Sens.
Yun-Cheng Li, Sen Lei, Yitao Zhao, Heng-Chao Li, Jun Li, Antonio Plaza
2025 J jnl
SAM-Based Building Change Detection with Distribution-Aware Fourier Adaptation and Edge-Constrained Warping.
CoRR
Yun-Cheng Li, Sen Lei, Yi-Tao Zhao, Heng-Chao Li, Jun Li, Antonio Plaza
2025 J jnl
SAR and Social-Media-Based Change Detection With Dual-Threshold Fusion for Flood Inundation Mapping.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Heng Huang, Yan Yu, Tao Chen, Naoto Yokoya, Jun Li, Antonio Plaza
2025 J jnl
SRViT: Self-Supervised Relation-Aware Vision Transformer for Hyperspectral Unmixing.
IEEE Trans. Neural Networks Learn. Syst.
Yuanchao Su, Lianru Gao, Antonio Plaza, Xu Sun, Mengying Jiang, Guang Yang
2025 J jnl
Self-Supervised Graph Masked Autoencoders for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Zhenghao Hu, Bing Tu, Bo Liu, Yan He, Jun Li, Antonio Plaza
2025 J jnl
Self-Supervised Masked Graph Autoencoder for Hyperspectral Anomaly Detection.
IEEE Trans. Image Process.
Bing Tu, Baoliang He, Yan He, Tao Zhou, Bo Liu, Jun Li, Antonio Plaza
2025 J jnl
Semi-automatic paddy rice intensity mapping for southern China with multiple cropping systems.
Int. J. Appl. Earth Obs. Geoinformation
Liangli Meng, Long Yu, Yunfei Li, Ruoque Shen, Wenping Yuan, Yong Xie, Jun Li, Li Zhuo, Antonio Plaza
2025 J jnl
Sparse Unmixing of Hyperspectral Images With Noise Reduction Using Spatial Filtering.
IEEE Trans. Instrum. Meas.
Shaoquan Zhang, Jiajun Zheng, Pengfei Lai, Fan Li, Lianhui Liang, Antonio Plaza, Chengzhi Deng, Shengqian Wang
2025 J jnl
Spatial Structural Priors for Sparse Unmixing of Remotely Sensed Hyperspectral Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Shaoquan Zhang, Jiajun Zheng, Yuyang Liu, Fan Li, Chengzhi Deng, Antonio Plaza, Lianhui Liang, Zhi He, Shengqian Wang
2025 J jnl
Spatial-Frequency Domain Transformation for Infrared Small Target Detection.
IEEE Trans. Geosci. Remote. Sens.
Yuhao Liu, Bing Tu, Bo Liu, Yan He, Jun Li, Antonio Plaza
2025 J jnl
Spatiotemporal Change Detection of Ecological Quality and the Associated Influencing Factors in Yuzhou Mining Area With RSEIFE.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jiao Pan, Ziwei Wang, Tao Chen, Kun Jia, Antonio Plaza
2025 J jnl
Superpixel-Integrated Dual-Stage Mamba for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Qinghua Song, Bing Tu, Yan He, Bo Liu, Jun Li, Antonio Plaza
2025 J jnl
Survey of Multimodal Geospatial Foundation Models: Techniques, Applications, and Challenges.
CoRR
Liling Yang, Ning Chen, Jun Yue, Yidan Liu, Jiayi Ma, Pedram Ghamisi, Antonio Plaza, Leyuan Fang
2025 J jnl
Tensorized High-Order Hypergraph Convolutional Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Jin-Yu Yang, Jing-Hua Yang, Heng-Chao Li, Shaohui Mei, Qian Du, Antonio Plaza
2025 J jnl
Toward Sustainable Mining Landscapes: Evaluating Spatiotemporal Changes and Driving Mechanisms of Eco-Environmental Quality in Central China.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jiao Pan, Tao Chen, Kun Jia, Antonio Plaza
2025 J jnl
Transformer-Ensemble-Based Implicit Spectral-Spatial Functions for Arbitrary-Resolution Hyperspectral Pansharpening.
IEEE Trans. Geosci. Remote. Sens.
Lin He, Hanghui Ye, Jun Li, Antonio Plaza
2025 J jnl
Two-Level Semantic-Driven Diffusion Based Hyperspectral Pansharpening.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Lin He, Wenrui Liang, Antonio Plaza
2025 J jnl
Uncovering the Tradeoffs and Synergies of Ecosystem Services in Mining Landscapes: Spatiotemporal and Factor Detection Perspective.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jiao Pan, Tao Chen, Antonio Plaza
2025 J jnl
Wavelet Decomposition-Based Spectral-Spatial Mamba Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Huarun Zhang, Xiang Xu, Shutao Li, Antonio Plaza
2024 J jnl
3DSS-Mamba: 3D-Spectral-Spatial Mamba for Hyperspectral Image Classification.
CoRR
Yan He, Bing Tu, Bo Liu, Jun Li, Antonio Plaza
2024 J jnl
3DSS-Mamba: 3D-Spectral-Spatial Mamba for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Yan He, Bing Tu, Bo Liu, Jun Li, Antonio Plaza
2024 J jnl
A Mask Guided Oriented Object Detector Based on Rotated Size-Adaptive Tricube Kernel.
IEEE Trans. Geosci. Remote. Sens.
Yushan Pan, Yang Xu, Zebin Wu, Zhihui Wei, Javier Plaza, Antonio Plaza
2024 J jnl
A New Dual-Feature Fusion Network for Enhanced Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens.
Xuanwen Tao, Bikram Koirala, Antonio Plaza, Paul Scheunders
2024 J jnl
Advancements in remote sensing for invasive plant mapping along the Guadiana River: The role of CNN2D.
Future Gener. Comput. Syst.
Elena Cristina Rodríguez-Garlito, Abel Paz-Gallardo, Antonio Plaza
2024 J jnl
An Abundance-Guided Attention Network for Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens.
Xuanwen Tao, Mercedes Eugenia Paoletti, Zhaoyue Wu, Juan Mario Haut, Peng Ren, Antonio Plaza
2024 J jnl
Cloud-Edge Selective Background Energy Constrained Filter for Real-Time Hyperspectral Target Detection.
IEEE Trans. Geosci. Remote. Sens.
Yunchang Wang, Jin Sun, Zhihui Wei, Javier Plaza, Antonio Plaza, Zebin Wu
2024 J jnl
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.
Can Li, Tao Chen, Kun Jia, Antonio Plaza
2024 J jnl
Cross-Modal Hashing With Feature Semi-Interaction and Semantic Ranking for Remote Sensing Ship Image Retrieval.
IEEE Trans. Geosci. Remote. Sens.
Yuxi Sun, Yunming Ye, Jian Kang, Rubén Fernández-Beltran, Yifang Ban, Sebastian Hafner, Xutao Li, Chuyao Luo, Antonio Plaza
2024 J jnl
DAAN: A Deep Autoencoder-Based Augmented Network for Blind Multilinear Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens.
Yuanchao Su, Zhiqing Zhu, Lianru Gao, Antonio Plaza, Pengfei Li, Xu Sun, Xiang Xu
2024 J jnl
DSFC-AE: A New Hyperspectral Unmixing Method Based on Deep Shared Fully Connected Autoencoder.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Hao Chen, Tao Chen, Yuxiang Zhang, Bo Du, Antonio Plaza
2024 J jnl
End-to-End Convolutional Network and Spectral-Spatial Transformer Architecture for Hyperspectral Image Classification.
Remote. Sens.
Shiping Li, Lianhui Liang, Shaoquan Zhang, Ying Zhang, Antonio Plaza, Xuehua Wang
2024 C conf
Fusing SAR Images and Social Media Data Through Domain Adaptation and Land Cover Information: A Case of 2017 Houston Flood Event.
IGARSS
Zhenjie Liu, Yong Deng, Jun Li, Javier Plaza, Antonio Plaza
2024 J jnl
Graph Evolution-Based Vertex Extraction for Hyperspectral Anomaly Detection.
IEEE Trans. Neural Networks Learn. Syst.
Xianchang Yang, Bing Tu, Qianming Li, Jun Li, Antonio Plaza
2024 J jnl
GraphGST: Graph Generative Structure-Aware Transformer for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Mengying Jiang, Yuanchao Su, Lianru Gao, Antonio Plaza, Xi-Le Zhao, Xu Sun, Guizhong Liu
2024 J jnl
Hash-Based Remote Sensing Image Retrieval.
IEEE Trans. Geosci. Remote. Sens.
Lirong Han, Mercedes Eugenia Paoletti, Xuanwen Tao, Zhaoyue Wu, Juan Mario Haut, Peng Li, Rafael Pastor, Antonio Plaza
2024 J jnl
Hashing for Retrieving Long-Tailed Distributed Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Lirong Han, Mercedes Eugenia Paoletti, Sergio Moreno-Álvarez, Juan Mario Haut, Rafael Pastor, Antonio Plaza
2024 J jnl
Hybrid Multiscale Spatial-Spectral Transformer for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Yan He, Bing Tu, Bo Liu, Yunyun Chen, Jun Li, Antonio Plaza
2024 J jnl
Hyperspectral Anomaly Detection Using Reconstruction Fusion of Quaternion Frequency Domain Analysis.
IEEE Trans. Neural Networks Learn. Syst.
Bing Tu, Xianchang Yang, Wei He, Jun Li, Antonio Plaza
2024 J jnl
Hyperspectral Anomaly Detection via Anchor Generation.
IEEE Trans. Instrum. Meas.
Yang Mi, Bing Tu, Yunyun Chen, Zhaolou Cao, Antonio Plaza
2024 J jnl
Hyperspectral Image Change Detection Based on Gated Spectral-Spatial-Temporal Attention Network With Spectral Similarity Filtering.
IEEE Trans. Geosci. Remote. Sens.
Haoyang Yu, Hao Yang, Lianru Gao, Jiaochan Hu, Antonio Plaza, Bing Zhang
2024 J jnl
Hyperspectral Image Classification Using Groupwise Separable Convolutional Vision Transformer Network.
IEEE Trans. Geosci. Remote. Sens.
Zhuoyi Zhao, Xiang Xu, Shutao Li, Antonio Plaza
2024 J jnl
Hyperspectral Image Classification via Multiscale Multiangle Attention Network.
IEEE Trans. Geosci. Remote. Sens.
Jianghong Hu, Bing Tu, Qi Ren, Xiaolong Liao, Zhaolou Cao, Antonio Plaza
2024 J jnl
Hyperspectral Pansharpening: Critical Review, Tools and Future Perspectives.
CoRR
Matteo Ciotola, Giuseppe Guarino, Gemine Vivone, Giovanni Poggi, Jocelyn Chanussot, Antonio Plaza, Giuseppe Scarpa
2024 C conf
Hyperspectral Pansharpening: Review and Future Perspectives.
IGARSS
Matteo Ciotola, Giuseppe Guarino, Gemine Vivone, Jocelyn Chanussot, Antonio Plaza, Giuseppe Scarpa
2024 J jnl
IGroupSS-Mamba: Interval Group Spatial-Spectral Mamba for Hyperspectral Image Classification.
CoRR
Yan He, Bing Tu, Puzhao Jiang, Bo Liu, Jun Li, Antonio Plaza
2024 J jnl
IGroupSS-Mamba: Interval Group Spatial-Spectral Mamba for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Yan He, Bing Tu, Puzhao Jiang, Bo Liu, Jun Li, Antonio Plaza
2024 J jnl
Integration of Remote Sensing and Crowdsourced Data for Fine-Grained Urban Flood Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Zhenjie Liu, Jun Li, Lizhe Wang, Antonio Plaza
2024 J jnl
Interpretable Networks for Hyperspectral Anomaly Detection: A Deep Unfolding Solution.
IEEE Trans. Geosci. Remote. Sens.
Chenyu Li, Bing Zhang, Danfeng Hong, Jing Yao, Xiuping Jia, Antonio Plaza, Jocelyn Chanussot
2024 J jnl
Joint Grid-Based Attention and Multilevel Feature Fusion for Landslide Recognition.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xinran Li, Tao Chen, Gang Liu, Jie Dou, Ruiqing Niu, Antonio Plaza
2024 J jnl
LCFSTE: Landslide Conditioning Factors and Swin Transformer Ensemble for Landslide Susceptibility Assessment.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Tao Chen, Qingye Wang, Zeyang Zhao, Gang Liu, Jie Dou, Antonio Plaza
2024 J jnl
Landslide Susceptibility Mapping Considering Landslide Local-Global Features Based on CNN and Transformer.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Zeyang Zhao, Tao Chen, Jie Dou, Gang Liu, Antonio Plaza
2024 J jnl
Lightweight Change Detection in Heterogeneous Remote Sensing Images with Online All-Integer Pruning Training.
CoRR
Chengyang Zhang, Weiming Li, Gang Li, Huina Song, Zhaohui Song, Xueqian Wang, Antonio Plaza
2024 J jnl
Multifrequency Graph Convolutional Network With Cross-Modality Mutual Enhancement for Multisource Remote Sensing Data Classification.
IEEE Trans. Geosci. Remote. Sens.
Jin-Yu Yang, Heng-Chao Li, Jing-Hua Yang, Lei Pan, Qian Du, Antonio Plaza
2024 J jnl
NCGLF2: Network combining global and local features for fusion of multisource remote sensing data.
Inf. Fusion
Bing Tu, Qi Ren, Jun Li, Zhaolou Cao, Yunyun Chen, Antonio Plaza
2024 J jnl
Optimal Transport Under Land Cover Information Constraints: Fusing Heterogeneous SAR Imagery and Social Media Data.
IEEE Trans. Geosci. Remote. Sens.
Zhenjie Liu, Jun Li, Lizhe Wang, Antonio Plaza
2024 J jnl
RGB-to-HSV: A Frequency-Spectrum Unfolding Network for Spectral Super-Resolution of RGB Videos.
IEEE Trans. Geosci. Remote. Sens.
Chengle Zhou, Zhi He, Anjun Lou, Antonio Plaza
2024 J jnl
SEDANet: A New Siamese Ensemble Difference Attention Network for Building Change Detection in Remotely Sensed Images.
IEEE Trans. Geosci. Remote. Sens.
Yue Yang, Tao Chen, Tao Lei, Bo Du, Asoke K. Nandi, Antonio Plaza
2024 J jnl
SMCNet: Sparse-Inspired Masked Convolutional Network for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
Zhaoyue Wu, Mercedes Eugenia Paoletti, Hongjun Su, Pan Zheng, Zhong Zhang, Juan Mario Haut, Antonio Plaza
2024 J jnl
Sliding Dual-Window-Inspired Reconstruction Network for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
Degang Wang, Lina Zhuang, Lianru Gao, Xu Sun, Xiaobin Zhao, Antonio Plaza
2024 J jnl
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.
Jiao Pan, Ziwei Wang, Tao Chen, Kun Jia, Antonio Plaza
2024 J jnl
SpectralGPT: Spectral Remote Sensing Foundation Model.
IEEE Trans. Pattern Anal. Mach. Intell.
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
2024 J jnl
Structural and Textural-Aware Feature Extraction for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Ying Zhang, Lianhui Liang, Jun Li, Antonio Plaza, Xudong Kang, Jianxu Mao, Yaonan Wang
2024 J jnl
Tree-Structured Neural Network for Hyperspectral Pansharpening.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Lin He, Hanghui Ye, Dahan Xi, Jun Li, Antonio Plaza, Mei Zhang
2024 J jnl
Two Spectral-Spatial Implicit Neural Representations for Arbitrary-Resolution Hyperspectral Pansharpening.
IEEE Trans. Geosci. Remote. Sens.
Lin He, Zhou Fang, Jun Li, Jocelyn Chanussot, Antonio Plaza
2024 J jnl
Unified Cloud-Based Framework for Hyperspectral and Multispectral Image Fusion Incorporating Nonlocal Principles and Tensor Decomposition.
IEEE Trans. Geosci. Remote. Sens.
Peng Zheng, Zebin Wu, Yang Xu, Jin Sun, Fei Ye, Chuan Qin, Zhihui Wei, Javier Plaza, Jun Li, Antonio Plaza
2024 J jnl
dSPG: A New Discriminant Superpixel Graph Regularizer and Convolutional Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Long Yu, Jun Li, Lin He, Antonio Plaza, Lizhe Wang, Zhonghui Tang, Li Zhuo, Yuchen Yuan
2023 J jnl
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.
Yang Lan, Hanwen Yu, Mengdao Xing, Antonio Plaza
2023 J jnl
A New Context-Aware Framework for Defending Against Adversarial Attacks in Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Bing Tu, Wangquan He, Qianming Li, Yishu Peng, Antonio Plaza
2023 J jnl
AAtt-CNN: Automatic Attention-Based Convolutional Neural Networks for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Mercedes Eugenia Paoletti, Sergio Moreno-Álvarez, Yu Xue, Juan Mario Haut, Antonio Plaza
2023 J jnl
ACGT-Net: Adaptive Cuckoo Refinement-Based Graph Transfer Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Yuanchao Su, Jiangyi Chen, Lianru Gao, Antonio Plaza, Mengying Jiang, Xiang Xu, Xu Sun, Pengfei Li
2023 J jnl
BS
IEEE Trans. Geosci. Remote. Sens.
Lianru Gao, Degang Wang, Lina Zhuang, Xu Sun, Min Huang, Antonio Plaza
2023 J jnl
Background-Guided Deformable Convolutional Autoencoder for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
Zhaoyue Wu, Mercedes Eugenia Paoletti, Hongjun Su, Xuanwen Tao, Lirong Han, Juan Mario Haut, Antonio Plaza
2023 J jnl
BockNet: Blind-Block Reconstruction Network With a Guard Window for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
Degang Wang, Lina Zhuang, Lianru Gao, Xu Sun, Min Huang, Antonio Plaza
2023 J jnl
CE-RX: A Collaborative Cloud-Edge Anomaly Detection Approach for Hyperspectral Images.
Remote. Sens.
Yunchang Wang, Jiang Cai, Junlong Zhou, Jin Sun, Yang Xu, Yi Zhang, Zhihui Wei, Javier Plaza, Antonio Plaza, Zebin Wu
2023 J jnl
Central Cohesion Gradual Hashing for Remote Sensing Image Retrieval.
IEEE Geosci. Remote. Sens. Lett.
Lirong Han, Mercedes Eugenia Paoletti, Xuanwen Tao, Zhaoyue Wu, Juan Mario Haut, Javier Plaza, Antonio Plaza
2023 J jnl
Class-wise Graph Embedding-Based Active Learning for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Xiaolong Liao, Bing Tu, Jun Li, Antonio Plaza
2023 J jnl
Consistency Center-Based Deep Cross-Modal Hashing for Multisource Remote Sensing Image Retrieval.
IEEE Trans. Geosci. Remote. Sens.
Yuxi Sun, Yunming Ye, Jian Kang, Rubén Fernández-Beltran, Xutao Li, Zhenyu Xiong, Xu Huang, Antonio Plaza
2023 J jnl
Cross-View Object Geo-Localization in a Local Region With Satellite Imagery.
IEEE Trans. Geosci. Remote. Sens.
Yuxi Sun, Yunming Ye, Jian Kang, Rubén Fernández-Beltran, Shanshan Feng, Xutao Li, Chuyao Luo, Puzhao Zhang, Antonio Plaza
2023 — conf
Deep Unrolling Network with Active Dictionary Learning for Hyperspectral Anomaly Detection.
WHISPERS
Zhaoyue Wu, Xuanwen Tao, Mercedes Eugenia Paoletti, Juan Mario Haut, Rafael Pastor Vargas, Antonio Plaza
2023 J jnl
Distributed Nonlocal Coupled Hierarchical Tucker Decomposition for Hyperspectral Image Fusion.
IEEE Geosci. Remote. Sens. Lett.
Peng Zheng, Jin Sun, Yang Xu, Yi Zhang, Zhihui Wei, Javier Plaza, Antonio Plaza, Zebin Wu
2023 J jnl
Dynamic Hyperspectral Pansharpening CNNs.
IEEE Trans. Geosci. Remote. Sens.
Lin He, Dahan Xi, Jun Li, Honghao Lai, Antonio Plaza, Jocelyn Chanussot
2023 J jnl
Fast Hyperspectral Image Classification Combining Transformers and SimAM-Based CNNs.
IEEE Trans. Geosci. Remote. Sens.
Lianhui Liang, Ying Zhang, Shaoquan Zhang, Jun Li, Antonio Plaza, Xudong Kang
2023 J jnl
Gabor-Modulated Grouped Separable Convolutional Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Zhuoyi Zhao, Xiang Xu, Jun Li, Shutao Li, Antonio Plaza
2023 J jnl
Hybrid Fully Connected Tensorized Compression Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Heng-Chao Li, Zhi-Xin Lin, Tian-Yu Ma, Xi-Le Zhao, Antonio Plaza, William J. Emery
2023 C conf
Hyperspectral and Multispectral Image Fusion Target Detection based on Cloud-Edge Collaboration.
IGARSS
Jun Hu, Shanshan Wu, Zebin Wu, Yi Zhang, Javier Plaza, Antonio Plaza
2023 J jnl
Local Spectral Similarity-Guided Sparse Unmixing of Hyperspectral Images With Spatial Graph Regularization.
IEEE Trans. Geosci. Remote. Sens.
Bingkun Liang, Fan Li, Shaoquan Zhang, Antonio Plaza, Chengzhi Deng, Pengfei Lai, Jiajun Zheng, Shengqian Wang, Dingli Su
2023 J jnl
MFE-ResNet: A new extraction framework for land cover characterization in mining areas.
Future Gener. Comput. Syst.
Chen Wang, Tao Chen, Antonio Plaza
2023 J jnl
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.
Elena Cristina Rodríguez-Garlito, Abel Paz-Gallardo, Antonio Plaza
2023 J jnl
Monitoring the Spatiotemporal Distribution of Invasive Aquatic Plants in the Guadiana River, Spain.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Elena Cristina Rodríguez-Garlito, Abel Paz-Gallardo, Antonio Plaza
2023 J jnl
Multi-Scale Spectral-Spatial Attention Network for Hyperspectral Image Classification Combining 2D Octave and 3D Convolutional Neural Networks.
Remote. Sens.
Lianhui Liang, Shaoquan Zhang, Jun Li, Antonio Plaza, Zhi Cui
2023 J jnl
Multimodal Fusion Transformer for Remote Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Swalpa Kumar Roy, Ankur Deria, Danfeng Hong, Behnood Rasti, Antonio Plaza, Jocelyn Chanussot
2023 J jnl
Mun-GAN: A Multiscale Unsupervised Network for Remote Sensing Image Pansharpening.
IEEE Trans. Geosci. Remote. Sens.
Xiaobo Liu, Xiang Li, Haoran Dai, Xudong Kang, Antonio Plaza, Wenjie Zu
2023 J jnl
NSCKL: Normalized Spectral Clustering With Kernel-Based Learning for Semisupervised Hyperspectral Image Classification.
IEEE Trans. Cybern.
Yuanchao Su, Lianru Gao, Mengying Jiang, Antonio Plaza, Xu Sun, Bing Zhang
2023 J jnl
Parameter-Free Attention Network for Spectral-Spatial Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Mercedes Eugenia Paoletti, Xuanwen Tao, Lirong Han, Zhaoyue Wu, Sergio Moreno-Álvarez, Swalpa Kumar Roy, Antonio Plaza, Juan Mario Haut
2023 J jnl
Spectral-Spatial Morphological Attention Transformer for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Swalpa Kumar Roy, Ankur Deria, Chiranjibi Shah, Juan Mario Haut, Qian Du, Antonio Plaza
2023 J jnl
Spectral-Spatial and Superpixelwise Unsupervised Linear Discriminant Analysis for Feature Extraction and Classification of Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Pengyu Lu, Xinwei Jiang, Yongshan Zhang, Xiaobo Liu, Zhihua Cai, Junjun Jiang, Antonio Plaza
2023 J jnl
Spectral-spatial sequence characteristics-based convolutional transformer for hyperspectral change detection.
CAAI Trans. Intell. Technol.
Chengle Zhou, Qian Shi, Da He, Bing Tu, Haoyang Li, Antonio Plaza
2023 J jnl
SpectralGPT: Spectral Foundation Model.
CoRR
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
2023 J jnl
VSP-Based Warping for Stitching Many UAV Images.
IEEE Trans. Geosci. Remote. Sens.
Lin He, Xinyi Li, Xinguo He, Jun Li, Shuang Song, Antonio Plaza
2023 J jnl
t-Linear Tensor Subspace Learning for Robust Feature Extraction of Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Yang-Jun Deng, Heng-Chao Li, Siqiao Tan, Junhui Hou, Qian Du, Antonio Plaza
2022 J jnl
A
IEEE Trans. Neural Networks Learn. Syst.
Heng-Chao Li, Wen-Shuai Hu, Wei Li, Jun Li, Qian Du, Antonio Plaza
2022 J jnl
A New Deep Convolutional Network for Effective Hyperspectral Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xuanwen Tao, Mercedes Eugenia Paoletti, Lirong Han, Zhaoyue Wu, Peng Ren, Javier Plaza, Antonio Plaza, Juan Mario Haut
2022 C conf
A Noise Proof Strategy for Spatio-Temporal Fusion of Remote Sensing Imagery.
IGARSS
Yunfei Li, Jun Li, Antonio Plaza
2022 J jnl
A Siamese Network Based U-Net for Change Detection in High Resolution Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Tao Chen, Zhiyuan Lu, Yue Yang, Yuxiang Zhang, Bo Du, Antonio Plaza
2022 J jnl
A hybrid ensemble-based deep-learning framework for landslide susceptibility mapping.
Int. J. Appl. Earth Obs. Geoinformation
Liang Lv, Tao Chen, Jie Dou, Antonio Plaza
2022 J jnl
A3CLNN: Spatial, Spectral and Multiscale Attention ConvLSTM Neural Network for Multisource Remote Sensing Data Classification.
CoRR
Heng-Chao Li, Wen-Shuai Hu, Wei Li, Jun Li, Qian Du, Antonio Plaza
2022 J jnl
Accelerating Convolutional Neural Network-Based Hyperspectral Image Classification by Step Activation Quantization.
IEEE Trans. Geosci. Remote. Sens.
Shaohui Mei, Xiaofeng Chen, Yifan Zhang, Jun Li, Antonio Plaza
2022 J jnl
Automatic Detection of Aquatic Weeds: A Case Study in the Guadiana River, Spain.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Elena Cristina Rodríguez-Garlito, Abel Paz-Gallardo, Antonio Plaza
2022 J jnl
CNN-Based Hyperspectral Pansharpening With Arbitrary Resolution.
IEEE Trans. Geosci. Remote. Sens.
Lin He, Jiawei Zhu, Jun Li, Antonio Plaza, Jocelyn Chanussot, Zhuliang Yu
2022 J jnl
DFLLR: Deep Feature Learning With Latent Relationship Embedding for Remote Sensing Image Retrieval.
IEEE Trans. Geosci. Remote. Sens.
Li Liu, Yuebin Wang, Junhuan Peng, Antonio Plaza
2022 J jnl
DRFL-VAT: Deep Representative Feature Learning With Virtual Adversarial Training for Semisupervised Classification of Hyperspectral Image.
IEEE Trans. Geosci. Remote. Sens.
Jialong Chen, Yuebin Wang, Liqiang Zhang, Meiling Liu, Antonio Plaza
2022 J jnl
DS
IEEE Trans. Geosci. Remote. Sens.
Xudong Zhao, Li Liu, Yuebin Wang, Liqiang Zhang, Antonio Plaza
2022 J jnl
Deep Learning-Based Building Footprint Extraction With Missing Annotations.
IEEE Geosci. Remote. Sens. Lett.
Jian Kang, Rubén Fernández-Beltran, Xian Sun, Jingen Ni, Antonio Plaza
2022 J jnl
DisOptNet: Distilling Semantic Knowledge From Optical Images for Weather-Independent Building Segmentation.
IEEE Trans. Geosci. Remote. Sens.
Jian Kang, Zhirui Wang, Ruoxin Zhu, Junshi Xia, Xian Sun, Rubén Fernández-Beltran, Antonio Plaza
2022 J jnl
Efficient Semantic Segmentation of Hyperspectral Images Using Adaptable Rectangular Convolution.
IEEE Geosci. Remote. Sens. Lett.
Jose L. García, Mercedes Eugenia Paoletti, Luis-Ignacio Jimenez, Juan Mario Haut, Antonio Plaza
2022 J jnl
Endmember Estimation From Hyperspectral Images Using Geometric Distances.
IEEE Geosci. Remote. Sens. Lett.
Xuanwen Tao, Mercedes Eugenia Paoletti, Juan Mario Haut, Lirong Han, Peng Ren, Javier Plaza, Antonio Plaza
2022 J jnl
Enhanced Spatiotemporal Fusion via MODIS-Like Images.
IEEE Trans. Geosci. Remote. Sens.
Jun Li, Yunfei Li, Runlin Cai, Lin He, Jin Chen, Antonio Plaza
2022 J jnl
Ensemble Entropy Metric for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
Bing Tu, Xianchang Yang, Xianfeng Ou, Guoyun Zhang, Jun Li, Antonio Plaza
2022 J jnl
Fast Orthogonal Projection for Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens.
Xuanwen Tao, Mercedes Eugenia Paoletti, Lirong Han, Juan Mario Haut, Peng Ren, Javier Plaza, Antonio Plaza
2022 J jnl
Fusing Sentinel-2 and Landsat-8 Surface Reflectance Data via Pixel-Wise Local Normalization.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yunfei Li, Qian Shi, Lin He, Runlin Cai, Liangli Meng, Jun Li, Antonio Plaza
2022 J jnl
GPU-Friendly Neural Networks for Remote Sensing Scene Classification.
IEEE Geosci. Remote. Sens. Lett.
Juan Mario Haut, Adrián Alcolea, Mercedes Eugenia Paoletti, Javier Plaza, Javier Resano, Antonio Plaza
2022 J jnl
Generative Adversarial Minority Oversampling for Spectral-Spatial Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Swalpa Kumar Roy, Juan Mario Haut, Mercedes Eugenia Paoletti, Shiv Ram Dubey, Antonio Plaza
2022 J jnl
Hashing for Localization (HfL): A Baseline for Fast Localizing Objects in a Large-Scale Scene.
IEEE Trans. Geosci. Remote. Sens.
Lirong Han, Peng Li, Antonio Plaza, Peng Ren
2022 J jnl
Hyperspectral Anomaly Detection Using Quantum Potential Clustering.
IEEE Trans. Instrum. Meas.
Bing Tu, Zhi Wang, Xianchang Yang, Jun Li, Antonio Plaza
2022 J jnl
Hyperspectral Anomaly Detection Using the Spectral-Spatial Graph.
IEEE Trans. Geosci. Remote. Sens.
Bing Tu, Zhi Wang, Huiting Ouyang, Xianchang Yang, Jun Li, Antonio Plaza
2022 J jnl
Hyperspectral Anomaly Detection With Relaxed Collaborative Representation.
IEEE Trans. Geosci. Remote. Sens.
Zhaoyue Wu, Hongjun Su, Xuanwen Tao, Lirong Han, Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio Plaza
2022 J jnl
Hyperspectral Classification via Global-Local Hierarchical Weighting Fusion Network.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Bing Tu, Wangquan He, Wei He, Xianfeng Ou, Antonio Plaza
2022 J jnl
Hyperspectral Unmixing Based on Nonnegative Matrix Factorization: A Comprehensive Review.
CoRR
Xin-Ru Feng, Heng-Chao Li, Rui Wang, Qian Du, Xiuping Jia, Antonio Plaza
2022 J jnl
Hyperspectral Unmixing Based on Nonnegative Matrix Factorization: A Comprehensive Review.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xin-Ru Feng, Heng-Chao Li, Rui Wang, Qian Du, Xiuping Jia, Antonio Plaza
2022 J jnl
Hyperspectral and LiDAR Data Classification Using Joint CNNs and Morphological Feature Learning.
IEEE Trans. Geosci. Remote. Sens.
Swalpa Kumar Roy, Ankur Deria, Danfeng Hong, Muhammad Ahmad, Antonio Plaza, Jocelyn Chanussot
2022 J jnl
Image Segmentation Using Deep Learning: A Survey.
IEEE Trans. Pattern Anal. Mach. Intell.
Shervin Minaee, Yuri Boykov, Fatih Porikli, Antonio Plaza, Nasser Kehtarnavaz, Demetri Terzopoulos
2022 J jnl
Learning Orientation Information From Frequency-Domain for Oriented Object Detection in Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Shangdong Zheng, Zebin Wu, Yang Xu, Zhihui Wei, Antonio Plaza
2022 J jnl
Lightweight Tensorized Neural Networks for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Tian-Yu Ma, Heng-Chao Li, Rui Wang, Qian Du, Xiuping Jia, Antonio Plaza
2022 J jnl
Local Semantic Feature Aggregation-Based Transformer for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Bing Tu, Xiaolong Liao, Qianming Li, Yishu Peng, Antonio Plaza
2022 J jnl
MO-CNN: Multiobjective Optimization of Convolutional Neural Networks for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Xiaobo Liu, Xin Gong, Antonio Plaza, Zhihua Cai, Xiao Xiao, Xinwei Jiang, Xiang Li
2022 J jnl
Moving Ship Optimal Association for Maritime Surveillance: Fusing AIS and Sentinel-2 Data.
IEEE Trans. Geosci. Remote. Sens.
Zhenjie Liu, Jianming Xu, Jun Li, Antonio Plaza, Shaoquan Zhang, Lizhe Wang
2022 J jnl
Multi-resolution Pyramid Enhanced Non-local Feature Extraction for Hyperspectral Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Bing Tu, Xiaolong Liao, Qianming Li, Chengle Zhou, Antonio Plaza
2022 J jnl
Multiattribute Sample Learning for Hyperspectral Image Classification Using Hierarchical Peak Attribute Propagation.
IEEE Trans. Instrum. Meas.
Bing Tu, Chengle Zhou, Wenlan Kuang, Siyuan Chen, Antonio Plaza
2022 J jnl
Multimodal Fusion Transformer for Remote Sensing Image Classification.
CoRR
Swalpa Kumar Roy, Ankur Deria, Danfeng Hong, Behnood Rasti, Antonio Plaza, Jocelyn Chanussot
2022 J jnl
Multisource Data Reconstruction-Based Deep Unsupervised Hashing for Unisource Remote Sensing Image Retrieval.
IEEE Trans. Geosci. Remote. Sens.
Yuxi Sun, Yunming Ye, Jian Kang, Rubén Fernández-Beltran, Yifang Ban, Xutao Li, Bowen Zhang, Antonio Plaza
2022 J jnl
Open-Pit Mine Area Mapping With Gaofen-2 Satellite Images Using U-Net+.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Tao Chen, Xiaoxiong Zheng, Ruiqing Niu, Antonio Plaza
2022 J jnl
Optimized Spatial Gradient Transfer for Hyperspectral-LiDAR Data Classification.
Remote. Sens.
Bing Tu, Yu Zhu, Chengle Zhou, Siyuan Chen, Antonio Plaza
2022 J jnl
Pseudo Complex-Valued Deformable ConvLSTM Neural Network With Mutual Attention Learning for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Wen-Shuai Hu, Heng-Chao Li, Rui Wang, Feng Gao, Qian Du, Antonio Plaza
2022 J jnl
Revisiting Deep Hyperspectral Feature Extraction Networks via Gradient Centralized Convolution.
IEEE Trans. Geosci. Remote. Sens.
Swalpa Kumar Roy, Purbayan Kar, Danfeng Hong, Xin Wu, Antonio Plaza, Jocelyn Chanussot
2022 J jnl
Revisiting SLIC: Fast Superpixel Segmentation of Marine SAR Images Using Density Features.
IEEE Trans. Geosci. Remote. Sens.
Xueqian Wang, Gang Li, Antonio Plaza, You He
2022 J jnl
Rotation-Invariant Deep Embedding for Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Jian Kang, Rubén Fernández-Beltran, Zhirui Wang, Xian Sun, Jingen Ni, Antonio Plaza
2022 J jnl
Self-Supervised Robust Deep Matrix Factorization for Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens.
Heng-Chao Li, Xin-Ru Feng, Donghai Zhai, Qian Du, Antonio Plaza
2022 J jnl
Separable Attention Network in Single- and Mixed-Precision Floating Point for Land-Cover Classification of Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett.
Mercedes Paoletti, Juan Mario Haut, Tayeb Alipourfard, Swalpa Kumar Roy, Eligius M. T. Hendrix, Antonio Plaza
2022 J jnl
Ship Detection in SAR Images by Aggregating Densities of Fisher Vectors: Extension to a Global Perspective.
IEEE Trans. Geosci. Remote. Sens.
Xueqian Wang, Gang Li, Antonio Plaza, You He
2022 J jnl
Spectral-Spatial Hyperspectral Unmixing Using Nonnegative Matrix Factorization.
IEEE Trans. Geosci. Remote. Sens.
Shaoquan Zhang, Guorong Zhang, Fan Li, Chengzhi Deng, Shengqian Wang, Antonio Plaza, Jun Li
2022 J jnl
SpectralFormer: Rethinking Hyperspectral Image Classification With Transformers.
IEEE Trans. Geosci. Remote. Sens.
Danfeng Hong, Zhu Han, Jing Yao, Lianru Gao, Bing Zhang, Antonio Plaza, Jocelyn Chanussot
2022 J jnl
Superpixel-Based Collaborative and Low-Rank Regularization for Sparse Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens.
Tao Chen, Yang Liu, Yuxiang Zhang, Bo Du, Antonio Plaza
2022 J jnl
Toward Tightness of Scalable Neighborhood Component Analysis for Remote-Sensing Image Characterization.
IEEE Geosci. Remote. Sens. Lett.
Jian Kang, Rubén Fernández-Beltran, Sicong Liu, Antonio Plaza
2022 J jnl
Variable Subpixel Convolution Based Arbitrary-Resolution Hyperspectral Pansharpening.
IEEE Trans. Geosci. Remote. Sens.
Lin He, Jinhua Xie, Jun Li, Antonio Plaza, Jocelyn Chanussot, Jiawei Zhu
2021 — conf
A New Max-Min Convolutional Network for Hyperspectral Image Classification.
WHISPERS
Swalpa Kumar Roy, Mercedes Eugenia Paoletti, Juan Mario Haut, Eligius M. T. Hendrix, Antonio Plaza
2021 J jnl
A Parallel Unmixing-Based Content Retrieval System for Distributed Hyperspectral Imagery Repository on Cloud Computing Platforms.
Remote. Sens.
Peng Zheng, Zebin Wu, Jin Sun, Yi Zhang, Yaoqin Zhu, Yuan Shen, Jiandong Yang, Zhihui Wei, Antonio Plaza
2021 J jnl
Adaptive Superpixel Segmentation of Marine SAR Images by Aggregating Fisher Vectors.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xueqian Wang, You He, Gang Li, Antonio Plaza
2021 C conf
An Overview of the Contributions of Jose Manuel Bioucas-Dias to Remote Sensing Image Processing.
IGARSS
Antonio Plaza, Jun Li, Mário A. T. Figueiredo
2021 J jnl
Analysis of Remotely Sensed Images Through Social Media.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Alejandro Redondo, Juan Mario Haut, Mercedes Eugenia Paoletti, Xuanwen Tao, Javier Plaza, Antonio Plaza
2021 J jnl
AngularGrad: A New Optimization Technique for Angular Convergence of Convolutional Neural Networks.
CoRR
Swalpa Kumar Roy, Mercedes Eugenia Paoletti, Juan Mario Haut, Shiv Ram Dubey, Purbayan Kar, Antonio Plaza, Bidyut B. Chaudhuri
2021 J jnl
Deep Autoencoders With Multitask Learning for Bilinear Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens.
Yuanchao Su, Xiang Xu, Jun Li, Hairong Qi, Paolo Gamba, Antonio Plaza
2021 J jnl
Deep mixed precision for hyperspectral image classification.
J. Supercomput.
Mercedes Eugenia Paoletti, Xuanwen Tao, Juan Mario Haut, Sergio Moreno-Álvarez, Antonio Plaza
2021 J jnl
Distributed Deep Learning for Remote Sensing Data Interpretation.
Proc. IEEE
Juan Mario Haut, Mercedes Eugenia Paoletti, Sergio Moreno-Álvarez, Javier Plaza, Juan-Antonio Rico-Gallego, Antonio Plaza
2021 J jnl
Endmember Estimation with Maximum Distance Analysis.
Remote. Sens.
Xuanwen Tao, Mercedes Eugenia Paoletti, Juan Mario Haut, Peng Ren, Javier Plaza, Antonio Plaza
2021 J jnl
FLOP-Reduction Through Memory Allocations Within CNN for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Mercedes Eugenia Paoletti, Juan Mario Haut, Xuanwen Tao, Javier Plaza, Antonio Plaza
2021 C conf
Generalized Scalable Neighborhood Component Analysis for Single and Multi-Label Remote Sensing Image Characterization.
IGARSS
Jian Kang, Rubén Fernández-Beltran, Antonio Plaza
2021 J jnl
Geographic Optimal Transport for Heterogeneous Data: Fusing Remote Sensing and Social Media.
IEEE Trans. Geosci. Remote. Sens.
Zhenjie Liu, Qiang Qiu, Jun Li, Lizhe Wang, Antonio Plaza
2021 J jnl
Ghostnet for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Mercedes Eugenia Paoletti, Juan Mario Haut, Nuno S. Pereira, Javier Plaza, Antonio Plaza
2021 J jnl
Graph Convolutional Networks for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Danfeng Hong, Lianru Gao, Jing Yao, Bing Zhang, Antonio Plaza, Jocelyn Chanussot
2021 J jnl
Graph Relation Network: Modeling Relations Between Scenes for Multilabel Remote-Sensing Image Classification and Retrieval.
IEEE Trans. Geosci. Remote. Sens.
Jian Kang, Rubén Fernández-Beltran, Danfeng Hong, Jocelyn Chanussot, Antonio Plaza
2021 J jnl
Hyperspectral Unmixing Based on Spectral and Sparse Deep Convolutional Neural Networks.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Lulu Wan, Tao Chen, Antonio Plaza, Haojie Cai
2021 J jnl
Landslide Detection Mapping Employing CNN, ResNet, and DenseNet in the Three Gorges Reservoir, China.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Tong Liu, Tao Chen, Ruiqing Niu, Antonio Plaza
2021 J jnl
Landslide Detection Using Densely Connected Convolutional Networks and Environmental Conditions.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Haojie Cai, Tao Chen, Ruiqing Niu, Antonio Plaza
2021 J jnl
Lightweight Tensor Attention-Driven ConvLSTM Neural Network for Hyperspectral Image Classification.
IEEE J. Sel. Top. Signal Process.
Wen-Shuai Hu, Heng-Chao Li, Yang-Jun Deng, Xian Sun, Qian Du, Antonio Plaza
2021 J jnl
Morphological Convolutional Neural Networks for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Swalpa Kumar Roy, Ranjan Mondal, Mercedes Eugenia Paoletti, Juan Mario Haut, Antonio Plaza
2021 J jnl
Multibranch Selective Kernel Networks for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Tayeb Alipourfard, Mercedes Eugenia Paoletti, Juan Mario Haut, Hossein Arefi, Javier Plaza, Antonio Plaza
2021 C conf
Multiple Incremental Kernel Convolution for Land Cover Classification of Remotely Sensed Images.
IGARSS
Xuanwen Tao, Lirong Han, Mercedes Eugenia Paoletti, Swalpa Kumar Roy, Javier Plaza, Juan Mario Haut, Antonio Plaza
2021 J jnl
Naive Gabor Networks for Hyperspectral Image Classification.
IEEE Trans. Neural Networks Learn. Syst.
Chenying Liu, Jun Li, Lin He, Antonio Plaza, Shutao Li, Bo Li
2021 J jnl
Noise-Tolerant Deep Neighborhood Embedding for Remotely Sensed Images With Label Noise.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jian Kang, Rubén Fernández-Beltran, Xudong Kang, Jingen Ni, Antonio Plaza
2021 J jnl
PiCoCo: Pixelwise Contrast and Consistency Learning for Semisupervised Building Footprint Segmentation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jian Kang, Zhirui Wang, Ruoxin Zhu, Xian Sun, Rubén Fernández-Beltran, Antonio Plaza
2021 J jnl
Recognition and Mapping of Landslide Using a Fully Convolutional DenseNet and Influencing Factors.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xiao Gao, Tao Chen, Ruiqing Niu, Antonio Plaza
2021 C conf
Robust Deep Metric Learning for Remote Sensing Images with Noisy Annotations.
IGARSS
Jian Kang, Rubén Fernández-Beltran, Puhong Duan, Xudong Kang, Antonio Plaza
2021 J jnl
Scheduling-Guided Automatic Processing of Massive Hyperspectral Image Classification on Cloud Computing Architectures.
IEEE Trans. Cybern.
Zebin Wu, Jin Sun, Yi Zhang, Yaoqin Zhu, Jun Li, Antonio Plaza, Jón Atli Benediktsson, Zhihui Wei
2021 J jnl
Semisupervised Discriminative Random Field for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Bingkun Liang, Chenying Liu, Jun Li, Antonio Plaza, José M. Bioucas-Dias
2021 J jnl
Sentinel-3/FLEX Biophysical Product Confidence Using Sentinel-2 Land-Cover Spatial Distributions.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Rubén Fernández-Beltran, Filiberto Pla, Jian Kang, José F. Moreno, Antonio Plaza
2021 J jnl
Ship Detection in SAR Images via Enhanced Nonnegative Sparse Locality-Representation of Fisher Vectors.
IEEE Trans. Geosci. Remote. Sens.
Xueqian Wang, Gang Li, Antonio Plaza, You He
2021 J jnl
SpectralFormer: Rethinking Hyperspectral Image Classification with Transformers.
CoRR
Danfeng Hong, Zhu Han, Jing Yao, Lianru Gao, Bing Zhang, Antonio Plaza, Jocelyn Chanussot
2021 J jnl
Structure-Aware Multikernel Learning for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Chengle Zhou, Bing Tu, Nanying Li, Wei He, Antonio Plaza
2021 C conf
Subspace Optimal Transport for Spatial Bias Correction of Social Media Data: A Case Study of 2013 Boulder Flood Event.
IGARSS
Zhenjie Liu, Jun Li, Javier Plaza, Antonio Plaza
2021 J jnl
U-IMG2DSM: Unpaired Simulation of Digital Surface Models With Generative Adversarial Networks.
IEEE Geosci. Remote. Sens. Lett.
Mercedes Eugenia Paoletti, Juan Mario Haut, Pedram Ghamisi, Naoto Yokoya, Javier Plaza, Antonio Plaza
2021 J jnl
Unsupervised Remote Sensing Image Retrieval Using Probabilistic Latent Semantic Hashing.
IEEE Geosci. Remote. Sens. Lett.
Rubén Fernández-Beltran, Begüm Demir, Filiberto Pla, Antonio Plaza
2020 J jnl
A New GPU Implementation of Support Vector Machines for Fast Hyperspectral Image Classification.
Remote. Sens.
Mercedes Eugenia Paoletti, Juan Mario Haut, Xuanwen Tao, Javier Plaza, Antonio Plaza
2020 J jnl
A New Method for Positional Accuracy Analysis in Georeferenced Satellite Images without Independent Ground Control Points.
Remote. Sens.
Miguel Sánchez, Aurora Cuartero, Manuel Barrena, Antonio Plaza
2020 J jnl
A Single Model CNN for Hyperspectral Image Denoising.
IEEE Trans. Geosci. Remote. Sens.
Alessandro Maffei, Juan Mario Haut, Mercedes Eugenia Paoletti, Javier Plaza, Lorenzo Bruzzone, Antonio Plaza
2020 J jnl
A new sensor bias-driven spatio-temporal fusion model based on convolutional neural networks.
Sci. China Inf. Sci.
Yunfei Li, Jun Li, Lin He, Jin Chen, Antonio Plaza
2020 C conf
Adaptive Superpixel Segmentation with Fisher Vectors for Ship Detection in SAR Images.
IGARSS
Xueqian Wang, Gang Li, Antonio Plaza
2020 J jnl
An Accurate Vegetation and Non-Vegetation Differentiation Approach Based on Land Cover Classification.
Remote. Sens.
Chiman Kwan, David Gribben, Bulent Ayhan, Jiang Li, Sergio Bernabé, Antonio Plaza
2020 J jnl
Curvelet Transform Domain-Based Sparse Nonnegative Matrix Factorization for Hyperspectral Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xiang Xu, Jun Li, Shutao Li, Antonio Plaza
2020 J jnl
Deep Hashing Based on Class-Discriminated Neighborhood Embedding.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jian Kang, Rubén Fernández-Beltran, Zhen Ye, Xiaohua Tong, Antonio Plaza
2020 J jnl
Deep Learning for Land Cover Classification Using Only a Few Bands.
Remote. Sens.
Chiman Kwan, Bulent Ayhan, Bence Budavari, Yan Lu, Daniel Pérez, Jiang Li, Sergio Bernabé, Antonio Plaza
2020 J jnl
Deep Metric Learning Based on Scalable Neighborhood Components for Remote Sensing Scene Characterization.
IEEE Trans. Geosci. Remote. Sens.
Jian Kang, Rubén Fernández-Beltran, Zhen Ye, Xiaohua Tong, Pedram Ghamisi, Antonio Plaza
2020 J jnl
Endmember Extraction From Hyperspectral Imagery Based on Probabilistic Tensor Moments.
IEEE Geosci. Remote. Sens. Lett.
Rubén Fernández-Beltran, Filiberto Pla, Antonio Plaza
2020 J jnl
Entropy-Based Convex Set Optimization for Spatial-Spectral Endmember Extraction From Hyperspectral Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Dharambhai Shah, Tanish Zaveri, Yogesh N. Trivedi, Antonio Plaza
2020 J jnl
Generalized Morphological Component Analysis for Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens.
Xiang Xu, Jun Li, Shutao Li, Antonio Plaza
2020 J jnl
Graph Convolutional Networks for Hyperspectral Image Classification.
CoRR
Danfeng Hong, Lianru Gao, Jing Yao, Bing Zhang, Antonio Plaza, Jocelyn Chanussot
2020 J jnl
Hashing Nets for Hashing: A Quantized Deep Learning to Hash Framework for Remote Sensing Image Retrieval.
IEEE Trans. Geosci. Remote. Sens.
Peng Li, Lirong Han, Xuanwen Tao, Xiaoyu Zhang, Christos Grecos, Antonio Plaza, Peng Ren
2020 J jnl
High-Rankness Regularized Semi-Supervised Deep Metric Learning for Remote Sensing Imagery.
Remote. Sens.
Jian Kang, Rubén Fernández-Beltran, Zhen Ye, Xiaohua Tong, Pedram Ghamisi, Antonio Plaza
2020 J jnl
Hybrid first and second order attention Unet for building segmentation in remote sensing images.
Sci. China Inf. Sci.
Nanjun He, Leyuan Fang, Antonio Plaza
2020 J jnl
Hyperspectral Anomaly Detection Using Dual Window Density.
IEEE Trans. Geosci. Remote. Sens.
Bing Tu, Xianchang Yang, Chengle Zhou, Danbing He, Antonio Plaza
2020 J jnl
Hyperspectral Classification With Noisy Label Detection via Superpixel-to-Pixel Weighting Distance.
IEEE Trans. Geosci. Remote. Sens.
Bing Tu, Chengle Zhou, Danbing He, Siyuan Huang, Antonio Plaza
2020 C conf
Hyperspectral Image Classification Based on Tensor-Train Convolutional Long Short-Term Memory.
IGARSS
Wen-Shuai Hu, Heng-Chao Li, Tian-Yu Ma, Qian Du, Antonio Plaza, William J. Emery
2020 J jnl
Image Segmentation Using Deep Learning: A Survey.
CoRR
Shervin Minaee, Yuri Boykov, Fatih Porikli, Antonio Plaza, Nasser Kehtarnavaz, Demetri Terzopoulos
2020 J jnl
Improving Land Cover Classification Using Extended Multi-Attribute Profiles (EMAP) Enhanced Color, Near Infrared, and LiDAR Data.
Remote. Sens.
Chiman Kwan, David Gribben, Bulent Ayhan, Sergio Bernabé, Antonio Plaza, Massimo Selva
2020 J jnl
Inference in Supervised Spectral Classifiers for On-Board Hyperspectral Imaging: An Overview.
Remote. Sens.
Adrián Alcolea, Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Resano, Antonio Plaza
2020 J jnl
Neighboring Region Dropout for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio Plaza
2020 J jnl
Neural Ordinary Differential Equations for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Mercedes Paoletti, Juan Mario Haut, Javier Plaza, Antonio Plaza
2020 J jnl
Object-Oriented Open-Pit Mine Mapping Using Gaofen-2 Satellite Image and Convolutional Neural Network, for the Yuzhou City, China.
Remote. Sens.
Tao Chen, Naixun Hu, Ruiqing Niu, Na Zhen, Antonio Plaza
2020 C conf
Radiometric Calibration of Fengyun-3D Mersi-II Satellite: A Case Study in Lake Qinghai, China.
IGARSS
Lin Yan, Yonghong Hu, Xiaoming Li, Jun Li, Yong Zhang, Changyong Dou, Javier Plaza, Antonio Plaza
2020 J jnl
Scalable recurrent neural network for hyperspectral image classification.
J. Supercomput.
Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio Plaza
2020 J jnl
Simultaneously Counting and Extracting Endmembers in a Hyperspectral Image Based on Divergent Subsets.
IEEE Trans. Geosci. Remote. Sens.
Xuanwen Tao, Tingwei Cui, Antonio Plaza, Peng Ren
2020 J jnl
Skip-Connected Covariance Network for Remote Sensing Scene Classification.
IEEE Trans. Neural Networks Learn. Syst.
Nanjun He, Leyuan Fang, Shutao Li, Javier Plaza, Antonio Plaza
2020 C conf
Spatial Bias Correction of Social Media Data by Exploiting Remote Sensing Knowledge in Data-Deficient Regions.
IGARSS
Zhenjie Liu, Jun Li, Javier Plaza, Antonio Plaza
2020 C conf
Spatial Downscaling for Global Precipitation Measurement Using a Geographically and Temporally Weighted Regression Model.
IGARSS
Zhaozhao Zeng, Shi Qian, Javier Plaza, Antonio Plaza, Jun Li
2020 J jnl
Spatio-temporal fusion for remote sensing data: an overview and new benchmark.
Sci. China Inf. Sci.
Jun Li, Yunfei Li, Lin He, Jin Chen, Antonio Plaza
2020 J jnl
Special focus on deep learning in remote sensing image processing.
Sci. China Inf. Sci.
Feng Xu, Cheng Hu, Jun Li, Antonio Plaza, Mihai Datcu
2020 J jnl
Spectral-Fidelity Convolutional Neural Networks for Hyperspectral Pansharpening.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Lin He, Jiawei Zhu, Jun Li, Deyu Meng, Jocelyn Chanussot, Antonio Plaza
2020 C conf
Spectral-Spatial Weighted Sparse Nonnegative Tensor Factorization for Hyperspectral Unmixing.
IGARSS
Shaoquan Zhang, Guorong Zhang, Chengzhi Deng, Jun Li, Shengqian Wang, Jun Wang, Antonio Plaza
2020 C conf
Training Capsnets via Active Learning for Hyperspectral Image Classification.
IGARSS
Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio Plaza
2020 J jnl
Unfolding Spatial-Temporal Patterns of Taxi Trip based on an Improved Network Kernel Density Estimation.
ISPRS Int. J. Geo Inf.
Boxi Shen, Xiang Xu, Jun Li, Antonio Plaza, Qunying Huang
2019 C conf
A New Spatio-Temporal Fusion Method for Remotely Sensed Data Based on Convolutional Neural Networks.
IGARSS
Yunfei Li, Chenying Liu, Lin Yan, Jun Li, Antonio Plaza, Bo Li
2019 C conf
Accessibility-Free Active Learning for Hyperspectral Image Classification.
IGARSS
Chenying Liu, Jun Li, Mercedes Eugenia Paoletti, Juan Mario Haut, Antonio Plaza, Qian Shi
2019 J jnl
An Efficient and Scalable Framework for Processing Remotely Sensed Big Data in Cloud Computing Environments.
IEEE Trans. Geosci. Remote. Sens.
Jin Sun, Yi Zhang, Zebin Wu, Yaoqin Zhu, Xianliang Yin, Zhongzheng Ding, Zhihui Wei, Javier Plaza, Antonio Plaza
2019 J jnl
Capsule Networks for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Mercedes Eugenia Paoletti, Juan Mario Haut, Rubén Fernández-Beltran, Javier Plaza, Antonio Plaza, Jun Li, Filiberto Pla
2019 J jnl
Cloud Deep Networks for Hyperspectral Image Analysis.
IEEE Trans. Geosci. Remote. Sens.
Juan Mario Haut, José Antonio Gallardo Jaramago, Mercedes Eugenia Paoletti, Gabriele Cavallaro, Javier Plaza, Antonio Plaza, Morris Riedel
2019 J jnl
DAEN: Deep Autoencoder Networks for Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens.
Yuanchao Su, Jun Li, Antonio Plaza, Andrea Marinoni, Paolo Gamba, Somdatta Chakravortty
2019 — conf
Efficient Convolutional Neural Network for Spectral-Spatial Hyperspectral Denoising.
WHISPERS
Alessandro Maffei, Juan Mario Haut, Mercedes Eugenia Paoletti, Javier Plaza, Lorenzo Bruzzone, Antonio Plaza
2019 J jnl
FPGA implementation of a maximum simplex volume algorithm for endmember extraction from remotely sensed hyperspectral images.
J. Real Time Image Process.
Cong Li, Lianru Gao, Antonio Plaza, Bing Zhang
2019 J jnl
Feature Extraction With Multiscale Covariance Maps for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Nanjun He, Mercedes Eugenia Paoletti, Juan Mario Haut, Leyuan Fang, Shutao Li, Antonio Plaza, Javier Plaza
2019 J jnl
GPU Parallel Implementation of Dual-Depth Sparse Probabilistic Latent Semantic Analysis for Hyperspectral Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
José Antonio Gallardo Jaramago, Mercedes Eugenia Paoletti, Juan Mario Haut, Rubén Fernández-Beltran, Antonio Plaza, Javier Plaza
2019 C conf
High-Order Self-Attention Network for Remote Sensing Scene Classification.
IGARSS
Nanjun He, Leyuan Fang, Yi Li, Antonio Plaza
2019 J jnl
HyperPNN: Hyperspectral Pansharpening via Spectrally Predictive Convolutional Neural Networks.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Lin He, Jiawei Zhu, Jun Li, Antonio Plaza, Jocelyn Chanussot, Bo Li
2019 J jnl
Hyperspectral Image Classification Using Random Occlusion Data Augmentation.
IEEE Geosci. Remote. Sens. Lett.
Juan Mario Haut, Mercedes Eugenia Paoletti, Javier Plaza, Antonio Plaza, Jun Li
2019 J jnl
Intersensor Remote Sensing Image Registration Using Multispectral Semantic Embeddings.
IEEE Geosci. Remote. Sens. Lett.
Rubén Fernández-Beltran, Filiberto Pla, Antonio Plaza
2019 J jnl
Low-High-Power Consumption Architectures for Deep-Learning Models Applied to Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Juan Mario Haut, Sergio Bernabé, Mercedes Eugenia Paoletti, Rubén Fernández-Beltran, Antonio Plaza, Javier Plaza
2019 C conf
Multi-Task Learning with Low-Rank Matrix Factorization for Hyperspectral Nonlinear Unmixing.
IGARSS
Yuanchao Su, Jun Li, Hairong Qi, Paolo Gamba, Antonio Plaza, Javier Plaza
2019 C conf
Open Multi-Processing Acceleration for Unsupervised Land Cover Categorization Using Probabilistic Latent Semantic Analysis.
IGARSS
Sergio Bernabé, Carlos García, Rubén Fernández-Beltran, Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio Plaza
2019 J jnl
Pansharpening via Detail Injection Based Convolutional Neural Networks.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Lin He, Yizhou Rao, Jun Li, Jocelyn Chanussot, Antonio Plaza, Jiawei Zhu, Bo Li
2019 J jnl
Performance of Change Detection Algorithms Using Heterogeneous Images and Extended Multi-attribute Profiles (EMAPs).
Remote. Sens.
Chiman Kwan, Bulent Ayhan, Jude Larkin, Li-Yun Martin Kwan, Sergio Bernabé, Antonio Plaza
2019 J jnl
Portability Study of an OpenCL Algorithm for Automatic Target Detection in Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Sergio Bernabé, Carlos García, Francisco D. Igual, Guillermo Botella, Manuel Prieto-Matías, Antonio Plaza
2019 J jnl
Remote Sensing Image Superresolution Using Deep Residual Channel Attention.
IEEE Trans. Geosci. Remote. Sens.
Juan Mario Haut, Rubén Fernández-Beltran, Mercedes Eugenia Paoletti, Javier Plaza, Antonio Plaza
2019 J jnl
Remotely sensed big data: evolution in model development for information extraction [point of view].
Proc. IEEE
Bing Zhang, Zhengchao Chen, Dailiang Peng, Jón Atli Benediktsson, Bo Liu, Lei Zou, Jun Li, Antonio Plaza
2019 J jnl
Scale-Free Convolutional Neural Network for Remote Sensing Scene Classification.
IEEE Trans. Geosci. Remote. Sens.
Jie Xie, Nanjun He, Leyuan Fang, Antonio Plaza
2019 J jnl
Sentinel-2 and Sentinel-3 Intersensor Vegetation Estimation via Constrained Topic Modeling.
IEEE Geosci. Remote. Sens. Lett.
Rubén Fernández-Beltran, Filiberto Pla, Antonio Plaza
2019 J jnl
Subpixel Component Analysis for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Xiang Xu, Jun Li, Shutao Li, Antonio Plaza
2019 C conf
Superpixel-Guided Sparse Unmixing for Remotely Sensed Hyperspectral Imagery.
IGARSS
Shaoquan Zhang, Chengzhi Deng, Jun Li, Shengqian Wang, Fan Li, Chenguang Xu, Antonio Plaza
2019 J jnl
Visual Attention-Driven Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Juan Mario Haut, Mercedes Eugenia Paoletti, Javier Plaza, Antonio Plaza, Jun Li
2018 J jnl
A Distributed Parallel Algorithm Based on Low-Rank and Sparse Representation for Anomaly Detection in Hyperspectral Images.
Sensors
Yi Zhang, Zebin Wu, Jin Sun, Yan Zhang, Yaoqin Zhu, Jun Liu, Qitao Zang, Antonio Plaza
2018 J jnl
A New Deep Generative Network for Unsupervised Remote Sensing Single-Image Super-Resolution.
IEEE Trans. Geosci. Remote. Sens.
Juan Mario Haut, Rubén Fernández-Beltran, Mercedes Eugenia Paoletti, Javier Plaza, Antonio Plaza, Filiberto Pla
2018 J jnl
A New Spectral-Spatial Sub-Pixel Mapping Model for Remotely Sensed Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens.
Xiong Xu, Xiaohua Tong, Antonio Plaza, Jun Li, Yanfei Zhong, Huan Xie, Liangpei Zhang
2018 J jnl
A Technique for Subpixel Analysis of Dynamic Mangrove Ecosystems With Time-Series Hyperspectral Image Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Somdatta Chakravortty, Jun Li, Antonio Plaza
2018 J jnl
A real-time unsupervised background extraction-based target detection method for hyperspectral imagery.
J. Real Time Image Process.
Cong Li, Lianru Gao, Yuanfeng Wu, Bing Zhang, Javier Plaza, Antonio Plaza
2018 J jnl
A suite of parallel algorithms for efficient band selection from hyperspectral images.
J. Real Time Image Process.
Alessandro Fontanella, Elisa Marenzi, Emanuele Torti, Giovanni Danese, Antonio Plaza, Francesco Leporati
2018 J jnl
Active Learning With Convolutional Neural Networks for Hyperspectral Image Classification Using a New Bayesian Approach.
IEEE Trans. Geosci. Remote. Sens.
Juan Mario Haut, Mercedes Eugenia Paoletti, Javier Plaza, Jun Li, Antonio Plaza
2018 C conf
An Investigation on Self-Normalized Deep Neural Networks for Hyperspectral Image Classification.
IGARSS
Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio Plaza
2018 J jnl
Convex Formulation for Multiband Image Classification With Superpixel-Based Spatial Regularization.
IEEE Trans. Geosci. Remote. Sens.
Yi Liu, Filipe Condessa, José M. Bioucas-Dias, Jun Li, Peijun Du, Antonio Plaza
2018 C conf
Deep Auto-Encoder Network for Hyperspectral Image Unmixing.
IGARSS
Yuanchao Su, Jun Li, Antonio Plaza, Andrea Marinoni, Paolo Gamba, Yuancheng Huang
2018 J jnl
Deep&Dense Convolutional Neural Network for Hyperspectral Image Classification.
Remote. Sens.
Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio Plaza
2018 J jnl
Estimating Nonlinearities in p-Linear Hyperspectral Mixtures.
IEEE Trans. Geosci. Remote. Sens.
Andrea Marinoni, Javier Plaza, Antonio Plaza, Paolo Gamba
2018 C conf
Evaluation of Different Regularization Methods for the Extreme Learning Machine Applied to Hyperspectral Images.
IGARSS
Juan Mario Haut, Yi Liu, Mercedes Eugenia Paoletti, Xiong Xu, Javier Plaza, Antonio Plaza
2018 J jnl
Fast dimensionality reduction and classification of hyperspectral images with extreme learning machines.
J. Real Time Image Process.
Juan Mario Haut, Mercedes Eugenia Paoletti, Javier Plaza, Antonio Plaza
2018 J jnl
GPU Parallel Implementation of Spatially Adaptive Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Zebin Wu, Linlin Shi, Jun Li, Qicong Wang, Le Sun, Zhihui Wei, Javier Plaza, Antonio Plaza
2018 J jnl
Hyperspectral Unmixing Based on Dual-Depth Sparse Probabilistic Latent Semantic Analysis.
IEEE Trans. Geosci. Remote. Sens.
Rubén Fernández-Beltran, Antonio Plaza, Javier Plaza, Filiberto Pla
2018 J jnl
Hyperspectral Unmixing Using Sparsity-Constrained Deep Nonnegative Matrix Factorization With Total Variation.
IEEE Trans. Geosci. Remote. Sens.
Xin-Ru Feng, Heng-Chao Li, Jun Li, Qian Du, Antonio Plaza, William J. Emery
2018 J jnl
Impervious Surface Extraction From Multispectral Images via Morphological Attribute Profiles Based on Spectral Analysis.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Changyu Zhu, Jun Li, Shaoquan Zhang, Changshan Wu, Bing Zhang, Lianru Gao, Antonio Plaza
2018 C conf
Inter-Sensor Regression Analysis for Operational Sentinel-2 and Sentinel-3 Data Products.
IGARSS
Juan Mario Haut, Rubén Fernández-Beltran, Mercedes Eugenia Paoletti, Javier Plaza, Antonio Plaza, Filiberto Pla
2018 J jnl
Multicore Real-Time Implementation of a Full Hyperspectral Unmixing Chain.
IEEE Geosci. Remote. Sens. Lett.
Sergio Bernabé, Luis-Ignacio Jimenez, Carlos García, Javier Plaza, Antonio Plaza
2018 J jnl
Multimodal Probabilistic Latent Semantic Analysis for Sentinel-1 and Sentinel-2 Image Fusion.
IEEE Geosci. Remote. Sens. Lett.
Rubén Fernández-Beltran, Juan Mario Haut, Mercedes Eugenia Paoletti, Javier Plaza, Antonio Plaza, Filiberto Pla
2018 J jnl
Parallel real-time virtual dimensionality estimation for hyperspectral images.
J. Real Time Image Process.
Emanuele Torti, Alessandro Fontanella, Antonio Plaza
2018 J jnl
Remote Sensing Image Fusion Using Hierarchical Multimodal Probabilistic Latent Semantic Analysis.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Rubén Fernández-Beltran, Juan Mario Haut, Mercedes Eugenia Paoletti, Javier Plaza, Antonio Plaza, Filiberto Pla
2018 J jnl
Remote Sensing Scene Classification Using Multilayer Stacked Covariance Pooling.
IEEE Trans. Geosci. Remote. Sens.
Nanjun He, Leyuan Fang, Shutao Li, Antonio Plaza, Javier Plaza
2018 J jnl
Spatial Discontinuity-Weighted Sparse Unmixing of Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Shaoquan Zhang, Jun Li, Zebin Wu, Antonio Plaza
2018 J jnl
Spectral-Spatial Weighted Sparse Regression for Hyperspectral Image Unmixing.
IEEE Trans. Geosci. Remote. Sens.
Shaoquan Zhang, Jun Li, Heng-Chao Li, Chengzhi Deng, Antonio Plaza
2017 J jnl
A New Cloud Computing Architecture for the Classification of Remote Sensing Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
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
2017 J jnl
A New Sparse Subspace Clustering Algorithm for Hyperspectral Remote Sensing Imagery.
IEEE Geosci. Remote. Sens. Lett.
Han Zhai, Hongyan Zhang, Liangpei Zhang, Pingxiang Li, Antonio Plaza
2017 J jnl
A Novel Preunmixing Framework for Efficient Detection of Linear Mixtures in Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Andrea Marinoni, Antonio Plaza, Paolo Gamba
2017 C conf
A new classification-oriented endmember extraction and sparse unmixing approach for hyperspectral data.
IGARSS
Yanli Sun, José M. Bioucas-Dias, Xia Zhang, Yi Liu, Antonio Plaza
2017 J jnl
Class-Oriented Spectral Partitioning for Remotely Sensed Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yi Liu, Jun Li, Peijun Du, Antonio Plaza, Xiuping Jia, Xinchang Zhang
2017 J jnl
Cloud implementation of the K-means algorithm for hyperspectral image analysis.
J. Supercomput.
Juan Mario Haut, Mercedes Paoletti, Javier Plaza, Antonio Plaza
2017 J jnl
Discriminative Low-Rank Gabor Filtering for Spectral-Spatial Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Lin He, Jun Li, Antonio Plaza, Yuanqing Li
2017 J jnl
Fusion of Hyperspectral and LiDAR Data Using Sparse and Low-Rank Component Analysis.
IEEE Trans. Geosci. Remote. Sens.
Behnood Rasti, Pedram Ghamisi, Javier Plaza, Antonio Plaza
2017 J jnl
Hyperspectral Unmixing Using Double Reweighted Sparse Regression and Total Variation.
IEEE Geosci. Remote. Sens. Lett.
Rui Wang, Heng-Chao Li, Aleksandra Pizurica, Jun Li, Antonio Plaza, William J. Emery
2017 C conf
Hyperspectral cloud shadow removal based on linear unmixing.
IGARSS
Yi Liu, José M. Bioucas-Dias, Jun Li, Antonio Plaza
2017 C conf
Impervious surface extraction from multispectral images using morphological attribute profiles and spectral mixture analysis.
IGARSS
Changyu Zhu, Shaoquan Zhang, Javier Plaza, Jun Li, Antonio Plaza
2017 J jnl
Integration of LiDAR and Hyperspectral Data for Land-cover Classification: A Case Study.
CoRR
Pedram Ghamisi, Gabriele Cavallaro, Dan Wu, Jón Atli Benediktsson, Antonio Plaza
2017 C conf
Multi-superpixelization-based convex formulation for joint classification of hyperspectral and lidar data.
IGARSS
Yi Liu, José M. Bioucas-Dias, Jun Li, Antonio Plaza
2017 C conf
Multicore implementation of the multi-scale adaptive deep pyramid matching model for remotely sensed image classification.
IGARSS
Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio Plaza, Qingshan Liu, Renlong Hang
2017 J jnl
Multisensor Coupled Spectral Unmixing for Time-Series Analysis.
IEEE Trans. Geosci. Remote. Sens.
Naoto Yokoya, Xiao Xiang Zhu, Antonio Plaza
2017 C conf
Nonnegative sparse autoencoder for robust endmember extraction from remotely sensed hyperspectral images.
IGARSS
Yuanchao Su, Andrea Marinoni, Jun Li, Antonio Plaza, Paolo Gamba
2017 J jnl
Oil Spill Detection via Multitemporal Optical Remote Sensing Images: A Change Detection Perspective.
IEEE Geosci. Remote. Sens. Lett.
Sicong Liu, Mingmin Chi, Yangxiu Zou, Alim Samat, Jón Atli Benediktsson, Antonio Plaza
2017 J jnl
Parallel Implementation of a Full Hyperspectral Unmixing Chain Using OpenCL.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Sergio Bernabé, Guillermo Botella, Gabriel Martín, Manuel Prieto-Matías, Antonio Plaza
2017 J jnl
Performance-Power Evaluation of an OpenCL Implementation of the Simplex Growing Algorithm for Hyperspectral Unmixing.
IEEE Geosci. Remote. Sens. Lett.
Sergio Bernabé, Guillermo Botella, Jose M. R. Navarro, Carlos Orueta, Francisco D. Igual, Manuel Prieto-Matías, Antonio Plaza
2017 J jnl
Robust Matrix Discriminative Analysis for Feature Extraction From Hyperspectral Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Renlong Hang, Qingshan Liu, Yubao Sun, Xiaotong Yuan, Hucheng Pei, Javier Plaza, Antonio Plaza
2017 J jnl
Sparse Unmixing With Dictionary Pruning for Hyperspectral Change Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Alp Ertürk, Marian-Daniel Iordache, Antonio Plaza
2017 J jnl
Spatial Technology and Social Media [Scanningthe Issue].
Proc. IEEE
Antonio Plaza, Jón Atli Benediktsson, Jun Li, Tao Yang, Bing Zhang
2017 J jnl
Spatial Technology and Social Media in Remote Sensing: A Survey.
Proc. IEEE
Jun Li, Jón Atli Benediktsson, Bing Zhang, Tao Yang, Antonio Plaza
2017 J jnl
Spatial technology and social media in remote sensing: challenges and opportunities [point of view].
Proc. IEEE
Jun Li, Jón Atli Benediktsson, Bing Zhang, Tao Yang, Antonio Plaza
2017 C conf
Spatial weighted sparse regression for hyperspectral image unmixing.
IGARSS
Shaoquan Zhang, Jun Li, Javier Plaza, Heng-Chao Li, Antonio Plaza
2017 J jnl
Structured Sparse Coding-Based Hyperspectral Imagery Denoising With Intracluster Filtering.
IEEE Trans. Geosci. Remote. Sens.
Wei Wei, Lei Zhang, Chunna Tian, Antonio Plaza, Yanning Zhang
2017 J jnl
Superpixel-Based Active Learning and Online Feature Importance Learning for Hyperspectral Image Analysis.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jielian Guo, Xiong Zhou, Jun Li, Antonio Plaza, Saurabh Prasad
2017 J jnl
Using Linear Spectral Unmixing for Subpixel Mapping of Hyperspectral Imagery: A Quantitative Assessment.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xiong Xu, Xiaohua Tong, Antonio Plaza, Yanfei Zhong, Huan Xie, Liangpei Zhang
2016 J jnl
A Discontinuity Preserving Relaxation Scheme for Spectral-Spatial Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jun Li, Mahdi Khodadadzadeh, Antonio Plaza, Xiuping Jia, José M. Bioucas-Dias
2016 J jnl
A Hybrid CPU-GPU Real-Time Hyperspectral Unmixing Chain.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Emanuele Torti, Giovanni Danese, Francesco Leporati, Antonio Plaza
2016 J jnl
A New Algorithm for Bilinear Spectral Unmixing of Hyperspectral Images Using Particle Swarm Optimization.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Wenfei Luo, Lianru Gao, Antonio Plaza, Andrea Marinoni, Bin Yang, Liang Zhong, Paolo Gamba, Bing Zhang
2016 J jnl
A New Genetic Method for Subpixel Mapping Using Hyperspectral Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xiaohua Tong, Xiong Xu, Antonio Plaza, Huan Xie, Haiyan Pan, Wen Cao, Dong Lv
2016 C conf
Active learning based autoencoder for hyperspectral imagery classification.
IGARSS
Yibao Sun, Jun Li, Wei Wang, Antonio Plaza, Zeqiang Chen
2016 J jnl
Adaptive Deep Pyramid Matching for Remote Sensing Scene Classification.
CoRR
Qingshan Liu, Renlong Hang, Huihui Song, Fuping Zhu, Javier Plaza, Antonio Plaza
2016 — conf
An iterative enhancement of higher order nonlinear mixture model for accurate hyperspectral unmixing.
WHISPERS
Andrea Marinoni, Javier Plaza, Antonio Plaza, Paolo Gamba
2016 J jnl
Approximate Computing of Remotely Sensed Data: SVM Hyperspectral Image Classification as a Case Study.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yuanfeng Wu, Xinghua Yang, Antonio Plaza, Fei Qiao, Lianru Gao, Bing Zhang, Yabo Cui
2016 J jnl
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.
Kun Tan, Xiao Jin, Antonio Plaza, Xuesong Wang, Liang Xiao, Peijun Du
2016 J jnl
Big Data for Remote Sensing: Challenges and Opportunities.
Proc. IEEE
Mingmin Chi, Antonio Plaza, Jón Atli Benediktsson, Zhongyi Sun, Jinsheng Shen, Yangyong Zhu
2016 J jnl
Characterization of Soil Erosion Indicators Using Hyperspectral Data From a Mediterranean Rainfed Cultivated Region.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
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
2016 J jnl
FPGA Implementation of an Algorithm for Automatically Detecting Targets in Remotely Sensed Hyperspectral Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Carlos González, Sergio Bernabé, Daniel Mozos, Antonio Plaza
2016 J jnl
Fast Spatial Preprocessing for Spectral Unmixing of Hyperspectral Data on Graphics Processing Units.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jaime Delgado, Gabriel Martín, Javier Plaza, Luis-Ignacio Jimenez, Antonio Plaza
2016 C conf
Fast spatial-spectral preprocessing for endmember extraction and spectral unmixing using graphic processing units.
IGARSS
Luis-Ignacio Jimenez, Gabriel Martín, Sergio Sánchez, Javier Plaza, Antonio Plaza
2016 J jnl
GPU Implementation of Spatial-Spectral Preprocessing for Hyperspectral Unmixing.
IEEE Geosci. Remote. Sens. Lett.
Luis-Ignacio Jimenez, Gabriel Martín, Sergio Sánchez, Carlos García, Sergio Bernabé, Javier Plaza, Antonio Plaza
2016 — conf
GPU implementation of hyperspectral image classification based on weighted Markov random fields.
WHISPERS
Zebin Wu, Qicong Wang, Antonio Plaza, Jun Li, Jie Wei, Zhihui Wei
2016 — conf
Graph-regularized coupled spectral unmixing for multisensor time-series analysis.
WHISPERS
Naoto Yokoya, Xiao Xiang Zhu, Antonio Plaza
2016 J jnl
Harmonic Mixture Modeling for Efficient Nonlinear Hyperspectral Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Andrea Marinoni, Antonio Plaza, Paolo Gamba
2016 J jnl
Multiple Morphological Component Analysis Based Decomposition for Remote Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Xiang Xu, Jun Li, Xin Huang, Mauro Dalla Mura, Antonio Plaza
2016 C conf
On the optimization of memory access to increase the performance of spatial preprocessing techniques on graphics processing units.
IGARSS
Jaime Delgado, Gabriel Martín, Javier Plaza, Luis-Ignacio Jimenez, Antonio Plaza
2016 J jnl
One-Class Classification of Remote Sensing Images Using Kernel Sparse Representation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Benqin Song, Peijun Li, Jun Li, Antonio Plaza
2016 J jnl
Parallel Hyperspectral Coded Aperture for Compressive Sensing on GPUs.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Sergio Bernabé, Gabriel Martín, José M. P. Nascimento, José M. Bioucas-Dias, Antonio Plaza, Vítor Silva
2016 J jnl
Parallel and Distributed Dimensionality Reduction of Hyperspectral Data on Cloud Computing Architectures.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Zebin Wu, Yonglong Li, Antonio Plaza, Jun Li, Fu Xiao, Zhihui Wei
2016 — conf
Parallel implementation of a hyperspectral data geometry-based estimation of number of endmembers algorithm.
Real-Time Image and Video Processing
Sergio Bernabé, Gabriel Martín, Guillermo Botella, Manuel Prieto-Matías, Antonio Plaza
2016 J jnl
Performance Optimizations for an Automatic Target Generation Process in Hyperspectral Analysis.
Scalable Comput. Pract. Exp.
Fernando Sierra-Pajuelo, Abel Paz-Gallardo, Antonio Plaza
2016 J jnl
Sparse Unmixing-Based Change Detection for Multitemporal Hyperspectral Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Alp Ertürk, Marian-Daniel Iordache, Antonio Plaza
2016 — conf
Sparse hyperspectral unmixing with spatial discontinuity preservation.
WHISPERS
Shaoquan Zhang, Jun Li, Zebin Wu, Antonio Plaza
2016 J jnl
Spatial-Spectral Hyperspectral Image Classification Using Random Multiscale Representation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jianjun Liu, Zebin Wu, Jun Li, Liang Xiao, Antonio Plaza, Jón Atli Benediktsson
2016 J jnl
Spectrometer-Driven Spectral Partitioning for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yi Liu, Jun Li, Antonio Plaza
2015 C conf
Class-oriented spectral partitioning for hyperspectral image classification.
IGARSS
Yi Liu, Jun Li, Antonio Plaza, Kun Tan
2015 J jnl
Dual-Mode FPGA Implementation of Target and Anomaly Detection Algorithms for Real-Time Hyperspectral Imaging.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Bin Yang, Minhua Yang, Antonio Plaza, Lianru Gao, Bing Zhang
2015 — conf
FPGA implementation of a maximum volume algorithm for endmember extraction from hyperspectral imagery.
WHISPERS
Cong Li, Lianru Gao, Antonio Plaza, Bing Zhang
2015 J jnl
Fast and Reliable Noise Estimation for Hyperspectral Subspace Identification.
IEEE Geosci. Remote. Sens. Lett.
Peter Benner, Vedran Novakovic, Antonio Plaza, Enrique S. Quintana-Ortí, Alfredo Remón
2015 C conf
Fast principal component analysis for hyperspectral imaging based on cloud computing.
IGARSS
Yonglong Li, Zebin Wu, Jie Wei, Antonio Plaza, Jun Li, Zhihui Wei
2015 J jnl
Fusion of Hyperspectral and LiDAR Remote Sensing Data Using Multiple Feature Learning.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Mahdi Khodadadzadeh, Jun Li, Saurabh Prasad, Antonio Plaza
2015 C conf
Fusion of hyperspectral and lidar data using generalized composite kernels: A case study in Extremadura, Spain.
IGARSS
Mahdi Khodadadzadeh, Aurora Cuartero, Jun Li, Ángel M. Felicísimo, Antonio Plaza
2015 J jnl
GPU Implementation of Iterative-Constrained Endmember Extraction from Remotely Sensed Hyperspectral Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Eysteinn Már Sigurðsson, Antonio Plaza, Jón Atli Benediktsson
2015 — conf
GPU implementation of a constrained hyperspectral coded aperture algorithm for compressive sensing.
WHISPERS
Sergio Bernabé, Gabriel Martín, José M. P. Nascimento, José M. Bioucas-Dias, Antonio Plaza, Vítor Silva
2015 — conf
Hyperspectral change detection by sparse unmixing with dictionary pruning.
WHISPERS
Alp Ertürk, Marian-Daniel Iordache, Antonio Plaza
2015 — conf
Hyperspectral image classification based on union of subspaces.
JURSE
Mahdi Khodadadzadeh, Jun Li, Antonio Plaza, José M. Bioucas-Dias
2015 J jnl
Informative Change Detection by Unmixing for Hyperspectral Images.
IEEE Geosci. Remote. Sens. Lett.
Alp Ertürk, Antonio Plaza
2015 J jnl
Learning Discriminative Sparse Representations for Hyperspectral Image Classification.
IEEE J. Sel. Top. Signal Process.
Peijun Du, Zhaohui Xue, Jun Li, Antonio Plaza
2015 J jnl
Multiple Algorithm Integration Based on Ant Colony Optimization for Endmember Extraction From Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Lianru Gao, Jianwei Gao, Jun Li, Antonio Plaza, Lina Zhuang, Xu Sun, Bing Zhang
2015 J jnl
Nonlinear Hyperspectral Unmixing Using Nonlinearity Order Estimation and Polytope Decomposition.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Andrea Marinoni, Javier Plaza, Antonio Plaza, Paolo Gamba
2015 J jnl
Normal Endmember Spectral Unmixing Method for Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Lina Zhuang, Bing Zhang, Lianru Gao, Jun Li, Antonio Plaza
2015 J jnl
On Understanding Big Data Impacts in Remotely Sensed Image Classification Using Support Vector Machine Methods.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Gabriele Cavallaro, Morris Riedel, Matthias Richerzhagen, Jón Atli Benediktsson, Antonio Plaza
2015 J jnl
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.
Sergio Sánchez, Prashanth Reddy Marpu, Antonio Plaza, Abel Paz-Gallardo
2015 J jnl
Parallel Implementation of Sparse Representation Classifiers for Hyperspectral Imagery on GPUs.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Zebin Wu, Qicong Wang, Antonio Plaza, Jun Li, Jianjun Liu, Zhihui Wei
2015 J jnl
Parallel Spatial-Spectral Hyperspectral Image Classification With Sparse Representation and Markov Random Fields on GPUs.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Zebin Wu, Qicong Wang, Antonio Plaza, Jun Li, Le Sun, Zhihui Wei
2015 — conf
Potential and limitations of band selection and library pruning in sparse hyperspectral unmixing.
WHISPERS
Marian-Daniel Iordache, José M. Bioucas-Dias, Antonio Plaza
2015 J jnl
Real-Time Implementation of the Sparse Multinomial Logistic Regression for Hyperspectral Image Classification on GPUs.
IEEE Geosci. Remote. Sens. Lett.
Zebin Wu, Qicong Wang, Antonio Plaza, Jun Li, Le Sun, Zhihui Wei
2015 J jnl
Real-time implementation of remotely sensed hyperspectral image unmixing on GPUs.
J. Real Time Image Process.
Sergio Sánchez, Rui Ramalho, Leonel Sousa, Antonio Plaza
2015 — conf
Robust collaborative nonnegative matrix factorization for hyperspectra unmixing (R-CONMF).
WHISPERS
Jun Li, José M. Bioucas-Dias, Antonio Plaza, Lin Liu
2015 J jnl
Sparse Unmixing-Based Content Retrieval of Hyperspectral Images on Graphics Processing Units.
IEEE Geosci. Remote. Sens. Lett.
Jorge Sevilla, Luis-Ignacio Jimenez, Antonio Plaza
2014 J jnl
A Dynamic Unmixing Framework for Plant Production System Monitoring.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Marian-Daniel Iordache, Laurent Tits, José M. Bioucas-Dias, Antonio Plaza, Ben Somers
2014 J jnl
A New Digital Repository for Hyperspectral Imagery With Unmixing-Based Retrieval Functionality Implemented on GPUs.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jorge Sevilla, Antonio Plaza
2014 J jnl
A New Hybrid Strategy Combining Semisupervised Classification and Unmixing of Hyperspectral Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Inmaculada Dopido, Jun Li, Paolo Gamba, Antonio Plaza
2014 J jnl
A Novel Semi-Supervised Method for Obtaining Finer Resolution Urban Extents Exploiting Coarser Resolution Maps.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jun Li, Paolo Gamba, Antonio Plaza
2014 J jnl
A Subspace-Based Multinomial Logistic Regression for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Mahdi Khodadadzadeh, Jun Li, Antonio Plaza, José M. Bioucas-Dias
2014 — conf
A new extended linear mixing model to address spectral variability.
WHISPERS
Miguel Angel Veganzones, Lucas Drumetz, Guillaume Tochon, Mauro Dalla Mura, Antonio Plaza, José M. Bioucas-Dias, Jocelyn Chanussot
2014 J jnl
Assessing the Performance-Energy Balance of Graphics Processors for Spectral Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Sergio Sánchez, Germán León, Antonio Plaza, Enrique S. Quintana-Ortí
2014 J jnl
Automatic Framework for Spectral-Spatial Classification Based on Supervised Feature Extraction and Morphological Attribute Profiles.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Pedram Ghamisi, Jón Atli Benediktsson, Gabriele Cavallaro, Antonio Plaza
2014 — conf
Binary partition tree-based local spectral unmixing.
WHISPERS
Lucas Drumetz, Miguel Angel Veganzones, Ruben Marrero, Guillaume Tochon, Mauro Dalla Mura, Antonio Plaza, Jocelyn Chanussot
2014 J jnl
Collaborative Sparse Regression for Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens.
Marian-Daniel Iordache, José M. Bioucas-Dias, Antonio Plaza
2014 J jnl
Efficient Implementation of Hyperspectral Anomaly Detection Techniques on GPUs and Multicore Processors.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
José M. Molero, Ester M. Garzón, Inmaculada García, Enrique S. Quintana-Ortí, Antonio Plaza
2014 J jnl
Fast determination of the number of endmembers for real-time hyperspectral unmixing on GPUs.
J. Real Time Image Process.
Sergio Sánchez, Antonio Plaza
2014 J jnl
Hyperspectral Unmixing on Multicore DSPs: Trading Off Performance for Energy.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Maribel Castillo, Juan Carlos Fernández, Francisco D. Igual, Antonio Plaza, Enrique S. Quintana-Ortí, Alfredo Remón
2014 — conf
Integrating multiple nonlinear estimators into hyperspectral unmixing.
WHISPERS
Andrea Marinoni, Javier Plaza, Antonio Plaza, Paolo Gamba
2014 J jnl
MUSIC-CSR: Hyperspectral Unmixing via Multiple Signal Classification and Collaborative Sparse Regression.
IEEE Trans. Geosci. Remote. Sens.
Marian-Daniel Iordache, José M. Bioucas-Dias, Antonio Plaza, Ben Somers
2014 J jnl
Multi-GPU Implementation of the Minimum Volume Simplex Analysis Algorithm for Hyperspectral Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Alexander Agathos, Jun Li, Dana Petcu, Antonio Plaza
2014 J jnl
Multiple Morphological Profiles From Multicomponent-Base Images for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xin Huang, Xuehua Guan, Jón Atli Benediktsson, Liangpei Zhang, Jun Li, Antonio Plaza, Mauro Dalla Mura
2014 J jnl
New Postprocessing Methods for Remote Sensing Image Classification: A Systematic Study.
IEEE Trans. Geosci. Remote. Sens.
Xin Huang, Qikai Lu, Liangpei Zhang, Antonio Plaza
2014 — conf
On the use of collaborative sparse regression in hyperspectral unmixing chains.
WHISPERS
Marian-Daniel Iordache, Akpona Okujeni, Sebastian van der Linden, José M. Bioucas-Dias, Antonio Plaza, Ben Somers
2014 J jnl
Parallel Hyperspectral Unmixing on GPUs.
IEEE Geosci. Remote. Sens. Lett.
José M. P. Nascimento, José M. Bioucas-Dias, José M. Rodriguez Alves, Vítor Silva, Antonio Plaza
2014 J jnl
Real-Time Identification of Hyperspectral Subspaces.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Emanuele Torti, Marco Acquistapace, Giovanni Danese, Francesco Leporati, Antonio Plaza
2014 J jnl
Real-Time Implementation of the Pixel Purity Index Algorithm for Endmember Identification on GPUs.
IEEE Geosci. Remote. Sens. Lett.
Xianyun Wu, Bormin Huang, Antonio Plaza, Yunsong Li, Chengke Wu
2014 J jnl
Remotely Sensed Image Classification Using Sparse Representations of Morphological Attribute Profiles.
IEEE Trans. Geosci. Remote. Sens.
Benqin Song, Jun Li, Mauro Dalla Mura, Peijun Li, Antonio Plaza, José M. Bioucas-Dias, Jón Atli Benediktsson, Jocelyn Chanussot
2014 J jnl
Special issue on algorithms and architectures for real-time multi-dimensional image processing.
J. Real Time Image Process.
Sergio Saponara, Antonio Plaza, Marco Diani, Matthias F. Carlsohn, Giovanni Corsini
2014 J jnl
Spectral-Spatial Classification of Hyperspectral Data Using Local and Global Probabilities for Mixed Pixel Characterization.
IEEE Trans. Geosci. Remote. Sens.
Mahdi Khodadadzadeh, Jun Li, Antonio Plaza, Hassan Ghassemian, José M. Bioucas-Dias, Xia Li
2014 J jnl
Spectral-Spatial Classification of Multispectral Images Using Kernel Feature Space Representation.
IEEE Geosci. Remote. Sens. Lett.
Sergio Bernabé, Prashanth Reddy Marpu, Antonio Plaza, Mauro Dalla Mura, Jón Atli Benediktsson
2014 — conf
Spectrometer-driven spectral partitioning for hyperspectral image classification.
WHISPERS
Jun Li, Yi Liu, Antonio Plaza, Peijun Du, Mahdi Khodadadzadeh
2014 J jnl
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.
Qiandong Guo, Bing Zhang, Qiong Ran, Lianru Gao, Jun Li, Antonio Plaza
2013 Misc conf
A New Digital Repository for Remotely Sensed Hyperspectral Imagery on GPUs.
SYNASC
Jorge Sevilla Cedillo, Antonio Plaza
2013 J jnl
A New Preprocessing Technique for Fast Hyperspectral Endmember Extraction.
IEEE Geosci. Remote. Sens. Lett.
Sebastián López, Javier F. Moure, Antonio Plaza, Gustavo M. Callicó, José Francisco López, Roberto Sarmiento
2013 J jnl
A Web-Based System for Classification of Remote Sensing Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Ángel Ferrán, Sergio Bernabé, Pablo García Rodríguez, Antonio Plaza
2013 J jnl
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.
José M. Molero, Ester M. Garzón, Inmaculada García, Antonio Plaza
2013 J jnl
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.
Pat Cappelaere, Sergio Sánchez, Sergio Bernabé, Antonio Scuri, Daniel J. Mandl, Antonio Plaza
2013 — conf
Decision fusion based on extended multi-attribute profiles for hyperspectral image classification.
WHISPERS
Benqin Song, Jun Li, Peijun Li, Antonio Plaza
2013 J jnl
Editorial.
IEEE Trans. Geosci. Remote. Sens.
Antonio Plaza
2013 J jnl
GPU Implementation of an Automatic Target Detection and Classification Algorithm for Hyperspectral Image Analysis.
IEEE Geosci. Remote. Sens. Lett.
Sergio Bernabé, Sebastián López, Antonio Plaza, Roberto Sarmiento
2013 J jnl
Generalized Composite Kernel Framework for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Jun Li, Prashanth Reddy Marpu, Antonio Plaza, José M. Bioucas-Dias, Jón Atli Benediktsson
2013 J jnl
Hyperspectral Unmixing on GPUs and Multi-Core Processors: A Comparison.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Sergio Bernabé, Sergio Sánchez, Antonio Plaza, Sebastián López, Jón Atli Benediktsson, Roberto Sarmiento
2013 — conf
Hyperspectral coded aperture (HYCA): A new technique for hyperspectral compressive sensing.
EUSIPCO
Gabriel Martín, José M. Bioucas-Dias, Antonio Plaza
2013 C conf
Improved signal unmixing of vegetation using sparse group selection.
IGARSS
Marian-Daniel Iordache, Laurent Tits, Ben Somers, Antonio Plaza
2013 J jnl
On the minimum volume simplex enclosure problem for estimating a linear mixing model.
J. Glob. Optim.
Eligius M. T. Hendrix, Inmaculada García, Javier Plaza, Antonio Plaza
2013 C conf
Parallel sparse unmixing of hyperspectral data.
IGARSS
José M. Rodriguez Alves, José M. P. Nascimento, José M. Bioucas-Dias, Antonio Plaza, Vítor Silva
2013 J jnl
Performance versus energy consumption of hyperspectral unmixing algorithms on multi-core platforms.
EURASIP J. Adv. Signal Process.
Alfredo Remón, Sergio Sánchez, Sergio Bernabé, Enrique S. Quintana-Ortí, Antonio Plaza
2013 — conf
Plant production system monitoring via multiple signal classification and sparse regression.
WHISPERS
Marian-Daniel Iordache, Ben Somers, Laurent Tits, José M. Bioucas-Dias, Antonio Plaza, Pol Coppin
2013 J jnl
Real-Time Implementation of the Vertex Component Analysis Algorithm on GPUs.
IEEE Geosci. Remote. Sens. Lett.
A. Barberis, Giovanni Danese, Francesco Leporati, Antonio Plaza, Emanuele Torti
2013 J jnl
Semisupervised Hyperspectral Image Classification Using Soft Sparse Multinomial Logistic Regression.
IEEE Geosci. Remote. Sens. Lett.
Jun Li, José M. Bioucas-Dias, Antonio Plaza
2013 J jnl
Semisupervised Self-Learning for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Inmaculada Dopido, Jun Li, Prashanth Reddy Marpu, Antonio Plaza, José M. Bioucas-Dias, Jón Atli Benediktsson
2013 — conf
Spectral unmixing-based post-processing for hyperspectral image classification.
WHISPERS
Inmaculada Dopido, Paolo Gamba, Antonio Plaza
2013 J jnl
Spectral-Spatial Classification of Hyperspectral Data Using Loopy Belief Propagation and Active Learning.
IEEE Trans. Geosci. Remote. Sens.
Jun Li, José M. Bioucas-Dias, Antonio Plaza
2013 C conf
Spectral-spatial classification for hyperspectral data using SVM and subspace MLR.
IGARSS
Mahdi Khodadadzadeh, Jun Li, Antonio Plaza, Hassan Ghassemian, José M. Bioucas-Dias
2013 J jnl
The Promise of Reconfigurable Computing for Hyperspectral Imaging Onboard Systems: A Review and Trends.
Proc. IEEE
Sebastián López, Tanya Vladimirova, Carlos González, Javier Resano, Daniel Mozos, Antonio Plaza
2013 J jnl
Use of FPGA or GPU-based architectures for remotely sensed hyperspectral image processing.
Integr.
Carlos González, Sergio Sánchez, Abel Paz, Javier Resano, Daniel Mozos, Antonio Plaza
2013 — conf
Validation of spectral unmixing methods using photometry and topography information.
WHISPERS
Ruben Marrero, Sylvain Douté, Antonio Plaza, Jocelyn Chanussot
2012 J jnl
A New Minimum-Volume Enclosing Algorithm for Endmember Identification and Abundance Estimation in Hyperspectral Data.
IEEE Trans. Geosci. Remote. Sens.
Eligius M. T. Hendrix, Inmaculada García, Javier Plaza, Gabriel Martín, Antonio Plaza
2012 — conf
A New Multiple Classifier System for Semi-supervised Analysis of Hyperspectral Images.
ICPRAM (1)
Jun Li, Prashanth Reddy Marpu, Antonio Plaza, José M. Bioucas-Dias, Jón Atli Benediktsson
2012 J jnl
A Quantitative and Comparative Assessment of Unmixing-Based Feature Extraction Techniques for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Inmaculada Dopido, Alberto Villa, Antonio Plaza, Paolo Gamba
2012 J jnl
Automated Extraction of Image-Based Endmember Bundles for Improved Spectral Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Ben Somers, Maciel Zortea, Antonio Plaza, Gregory P. Asner
2012 C conf
Collaborative nonnegative matrix factorization for remotely sensed hyperspectral unmixing.
IGARSS
Jun Li, José M. Bioucas-Dias, Antonio Plaza
2012 C conf
Collaborative sparse unmixing of hyperspectral data.
IGARSS
Marian-Daniel Iordache, José M. Bioucas-Dias, Antonio Plaza
2012 J jnl
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.
Carlos González, Javier Resano, Antonio Plaza, Daniel Mozos
2012 J jnl
FPGA Implementation of the N-FINDR Algorithm for Remotely Sensed Hyperspectral Image Analysis.
IEEE Trans. Geosci. Remote. Sens.
Carlos González, Daniel Mozos, Javier Resano, Antonio Plaza
2012 J jnl
Foreword to the Special Issue on Hyperspectral Image and Signal Processing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Antonio Plaza, José M. Bioucas-Dias, Anita Simic, William J. Blackwell
2012 C conf
HyperMix: A new tool for quantitative evaluation of end member identification and spectral unmixing techniques.
IGARSS
Luis-Ignacio Jimenez, Gabriel Martín, Antonio Plaza
2012 J jnl
Hyperspectral Unmixing Overview: Geometrical, Statistical, and Sparse Regression-Based Approaches.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
José M. Bioucas-Dias, Antonio Plaza, Nicolas Dobigeon, Mario Parente, Qian Du, Paul D. Gader, Jocelyn Chanussot
2012 C conf
Hyperspectral band selection using a collaborative sparse model.
IGARSS
Qian Du, José M. Bioucas-Dias, Antonio Plaza
2012 C conf
Hyperspectral coded aperture (HYCA): A new technique for hyperspectral compressive sensing.
IGARSS
Gabriel Martín, José M. Bioucas-Dias, Antonio Plaza
2012 J jnl
On Endmember Identification in Hyperspectral Images Without Pure Pixels: A Comparison of Algorithms.
J. Math. Imaging Vis.
Javier Plaza, Eligius M. T. Hendrix, Inmaculada García, Gabriel Martín, Antonio Plaza
2012 C conf
Parallel hyperspectral image compression using iterative error analysis on graphics processing units.
IGARSS
Sergio Sánchez, Antonio Plaza
2012 C conf
Parallel implementation of a hyperspectral unmixing chain: Graphic processing units versus multi-core processors.
IGARSS
Sergio Bernabé, Antonio Plaza, Sebastián López, Roberto Sarmiento
2012 C conf
Parallel implementation of vertex component analysis for hyperspectral endmember extraction.
IGARSS
José M. Rodriguez Alves, José M. P. Nascimento, José M. Bioucas-Dias, Vítor Silva, Antonio Plaza
2012 — conf
Real-time lossy compression of hyperspectral images using iterative error analysis on graphics processing units.
Real-Time Image and Video Processing
Sergio Sánchez, Antonio Plaza
2012 C conf
Semi-supervised active learning for urban hyperspectral image classification.
IGARSS
Inmaculada Dopido, Jun Li, Antonio Plaza, José M. Bioucas-Dias
2012 — conf
Semi-supervised classification of hyperspectral data using spectral unmixing concepts.
TyWRRS
Inmaculada Dopido, Jun Li, Antonio Plaza, Paolo Gamba
2012 J jnl
Spatial-Spectral Preprocessing Prior to Endmember Identification and Unmixing of Remotely Sensed Hyperspectral Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Gabriel Martín, Antonio Plaza
2012 C conf
Spectral characterisation of land surface composition to determine soil erosion within semiarid rainfed cultivated areas.
IGARSS
Thomas Schmid, Alicia Palacios-Orueta, Sabine Chabrillat, Eyal Ben-Dor, Antonio Plaza, Manuel Rodríguez, Margarita Huesca, Marta Pelayo, Cristina Pascual, Paula Escribano, Víctor Cicuéndez
2012 J jnl
Spectral-Spatial Hyperspectral Image Segmentation Using Subspace Multinomial Logistic Regression and Markov Random Fields.
IEEE Trans. Geosci. Remote. Sens.
Jun Li, José M. Bioucas-Dias, Antonio Plaza
2012 J jnl
Total Variation Spatial Regularization for Sparse Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens.
Marian-Daniel Iordache, José M. Bioucas-Dias, Antonio Plaza
2011 C conf
A new subspace discriminant analysis approach for supervised hyperspectral image classification.
IGARSS
Jun Li, José M. Bioucas-Dias, Antonio Plaza
2011 C conf
An overview on hyperspectral unmixing: Geometrical, statistical, and sparse regression based approaches.
IGARSS
José M. Bioucas-Dias, Antonio Plaza
2011 J jnl
Automatic tuning of iterative computation on heterogeneous multiprocessors with ADITHE.
J. Supercomput.
José Antonio Martínez, Ester M. Garzón, Antonio Plaza, Inmaculada García
2011 B conf
Commodity Cluster-Based Parallel Implementation of an Automatic Target Generation Process for Hyperspectral Image Analysis.
ICPADS
Sergio Bernabé, Antonio Plaza
2011 B conf
FPGA Design of an Automatic Target Generation Process for Hyperspectral Image Analysis.
ICPADS
Sergio Bernabé, Sebastián López, Antonio Plaza, Roberto Sarmiento, Pablo García Rodríguez
2011 J jnl
Foreword to the Special Issue on High Performance Computing in Earth Observation and Remote Sensing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Antonio Plaza, Qian Du, Yang-Lang Chang, Roger L. King
2011 J jnl
Foreword to the Special Issue on Spectral Unmixing of Remotely Sensed Data.
IEEE Trans. Geosci. Remote. Sens.
Antonio Plaza, Qian Du, José M. Bioucas-Dias, Xiuping Jia, Fred A. Kruse
2011 J jnl
High Performance Computing for Hyperspectral Remote Sensing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Antonio Plaza, Qian Du, Yang-Lang Chang, Roger L. King
2011 J jnl
Hyperspectral Image Segmentation Using a New Bayesian Approach With Active Learning.
IEEE Trans. Geosci. Remote. Sens.
Jun Li, José M. Bioucas-Dias, Antonio Plaza
2011 C conf
Hyperspectral unmixingwith sparse group lasso.
IGARSS
Marian-Daniel Iordache, José M. Bioucas-Dias, Antonio Plaza
2011 C conf
Noise-robust spatial preprocessing prior to endmember extraction from hyperspectral data.
IGARSS
Gabriel Martín, Antonio Plaza, Maciel Zortea
2011 J jnl
On the Impact of Lossy Compression on Hyperspectral Image Classification and Unmixing.
IEEE Geosci. Remote. Sens. Lett.
Fernando García-Vílchez, Jordi Muñoz-Marí, Maciel Zortea, Ian Blanes, Vicente González Ruiz, Gustavo Camps-Valls, Antonio Plaza, Joan Serra-Sagristà
2011 J jnl
Parallel Hyperspectral Image and Signal Processing [Applications Corner].
IEEE Signal Process. Mag.
Antonio Plaza, Javier Plaza, Abel Paz, Sergio Sánchez
2011 J jnl
Parallel unmixing of remotely sensed hyperspectral images on commodity graphics processing units.
Concurr. Comput. Pract. Exp.
Sergio Sánchez, Abel Paz, Gabriel Martín, Antonio Plaza
2011 J jnl
Real-Time Endmember Extraction on Multicore Processors.
IEEE Geosci. Remote. Sens. Lett.
Alfredo Remón, Sergio Sánchez, Abel Paz, Enrique S. Quintana-Ortí, Antonio Plaza
2011 C conf
Real-time spectral unmixing using iterative error analysis on commodity graphics processing units.
IGARSS
Sergio Sánchez, Abel Paz, Antonio Plaza
2011 J jnl
Recent Developments in High Performance Computing for Remote Sensing: A Review.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Craig A. Lee, Samuel D. Gasster, Antonio Plaza, Chein-I Chang, Bormin Huang
2011 J jnl
Region-Based Spatial Preprocessing for Endmember Extraction and Spectral Unmixing.
IEEE Geosci. Remote. Sens. Lett.
Gabriel Martín, Antonio Plaza
2011 J jnl
Sparse Unmixing of Hyperspectral Data.
IEEE Trans. Geosci. Remote. Sens.
Marian-Daniel Iordache, José M. Bioucas-Dias, Antonio Plaza
2011 J jnl
Unmixing Prior to Supervised Classification of Remotely Sensed Hyperspectral Images.
IEEE Geosci. Remote. Sens. Lett.
Inmaculada Dopido, Maciel Zortea, Alberto Villa, Antonio Plaza, Paolo Gamba
2011 — conf
Unmixing prior to supervised classification of urban hyperspectral images.
JURSE
Inmaculada Dopido, Antonio Plaza
2011 C conf
Urban area product simulation for the EnMap hyperspectral sensor.
IGARSS
Paolo Gamba, Alberto Villa, Antonio Plaza, Jocelyn Chanussot, Jón Atli Benediktsson
2010 C conf
Cluster versus GPU implementation of an Orthogonal Target Detection Algorithm for Remotely Sensed Hyperspectral Images.
CLUSTER
Abel Paz, Antonio Plaza
2010 J jnl
Clusters versus GPUs for Parallel Target and Anomaly Detection in Hyperspectral Images.
EURASIP J. Adv. Signal Process.
Abel Paz, Antonio Plaza
2010 J jnl
FPGA Implementation of the Pixel Purity Index Algorithm for Remotely Sensed Hyperspectral Image Analysis.
EURASIP J. Adv. Signal Process.
Carlos González, Javier Resano, Daniel Mozos, Antonio Plaza, David Valencia
2010 — conf
FPGA for Computing the Pixel Purity Index Algorithm on Hyperspectral Images.
ERSA
Carlos González, Daniel Mozos, Javier Resano, Antonio Plaza
2010 B conf
Impact of Vector Ordering Strategies on Morphological Unmixing of Remotely Sensed Hyperspectral Images.
ICPR
Antonio Plaza, Javier Plaza
2010 J jnl
Improving the Performance of Hyperspectral Image and Signal Processing Algorithms Using Parallel, Distributed and Specialized Hardware-Based Systems.
J. Signal Process. Syst.
Antonio Plaza, Javier Plaza, Hugo Vegas
2010 J jnl
Improving the scalability of hyperspectral imaging applications on heterogeneous platforms using adaptive run-time data compression.
Comput. Geosci.
Antonio Plaza, Javier Plaza, Abel Paz
2010 — conf
Near real-time endmember extraction from remotely sensed hyperspectral data using NVidia GPUs.
Real-Time Image and Video Processing
Sergio Sánchez, Gabriel Martín, Abel Paz, Antonio Plaza, Javier Plaza
2010 J jnl
Spectral Mixture Analysis of Hyperspectral Scenes Using Intelligently Selected Training Samples.
IEEE Geosci. Remote. Sens. Lett.
Javier Plaza, Antonio Plaza
2009 J jnl
A Quantitative and Comparative Analysis of Different Implementations of N-FINDR: A Fast Endmember Extraction Algorithm.
IEEE Geosci. Remote. Sens. Lett.
Maciel Zortea, Antonio Plaza
2009 — conf
Analysis of Different Strategies for Incorporating Spatial Information in the Design of Endmember Extraction Algorithms from Hyperspectral Data.
IGARSS (4)
Gabriel Martín, Antonio Plaza, Maciel Zortea
2009 J jnl
Comparison Between Fractional Vegetation Cover Retrievals from Vegetation Indices and Spectral Mixture Analysis: Case Study of PROBA/CHRIS Data Over an Agricultural Area.
Sensors
Juan C. Jiménez-Muñoz, José A. Sobrino, Antonio Plaza, Luis Guanter, José F. Moreno, Pablo Martínez
2009 — conf
Endmember Extraction from Hyperspectral Imagery using a Parallel Ensemble Approach with Consensus Analysis.
IGARSS (5)
Fermin Ayuso, Javier Setoain, Manuel Prieto, Christian Tenllado, Francisco Tirado, Javier Plaza, Antonio Plaza
2009 — conf
High Performance Computing for Hyperspectral Image Analysis: Perspective and State-of-the-art.
IGARSS (5)
Antonio Plaza, Qian Du, Yang-Lang Chang
2009 — conf
Improving the Scalability of Parallel Algorithms for Hyperspectral Image Analysis using Adaptive Message Compression.
IGARSS (4)
Antonio Plaza, Javier Plaza, Abel Paz
2009 J jnl
On the use of small training sets for neural network-based characterization of mixed pixels in remotely sensed hyperspectral images.
Pattern Recognit.
Javier Plaza, Antonio Plaza, Rosa M. Pérez, Pablo Martínez
2009 — conf
Parallel Implementation of Endmember Extraction Algorithms using NVidia Graphical Processing Units.
IGARSS (5)
Antonio Plaza, Javier Plaza, Sergio Sánchez
2009 — conf
Recent Activities in the Hyperspectral Imaging Network (HYPER-I-NET): A European Consortium Fostering Imaging Spectroscopy Research.
IGARSS (5)
Antonio Plaza, Paolo Gamba, Mathias Kneubühler, Andreas Müller, Michael E. Schaepman
2009 — conf
Semi-supervised Hyperspectral Image Classification based on a Markov Random Field and Sparse Multinomial Logistic Regression.
IGARSS (3)
Jun Li, José M. Bioucas-Dias, Antonio Plaza
2009 J jnl
Spatial Preprocessing for Endmember Extraction.
IEEE Trans. Geosci. Remote. Sens.
Maciel Zortea, Antonio Plaza
2009 B conf
Spatial-spectral endmember extraction from hyperspectral imagery using multi-band morphology and volume optimization.
ICIP
Antonio Plaza, Javier Plaza, Gabriel Martín
2009 — conf
Unmixing Sparse Hyperspectral Mixtures.
IGARSS (4)
Marian-Daniel Iordache, José M. Bioucas-Dias, Antonio Plaza
2008 J jnl
An experimental comparison of parallel algorithms for hyperspectral analysis using heterogeneous and homogeneous networks of workstations.
Parallel Comput.
Antonio Plaza, David Valencia, Javier Plaza
2008 J jnl
Clusters Versus FPGA for Parallel Processing of Hyperspectral Imagery.
Int. J. High Perform. Comput. Appl.
Antonio Plaza, Chein-I Chang
2008 — conf
Efficient Collective Communication Paradigms for Hyperspectral Imaging Algorithms Using HeteroMPI.
PVM/MPI
David Valencia, Antonio Plaza, Vladimir Rychkov, Alexey L. Lastovetsky
2008 — conf
Parallel Implementation of Target and Anomaly Detection Algorithms for Hyperspectral Imagery.
IGARSS (2)
Abel Paz, Antonio Plaza, Soraya Blazquez
2008 — conf
Parallel Morphological Classification of Hyperspectral Imagery Using Extended Opening and Closing by Reconstruction Operations.
IGARSS (1)
Antonio Plaza, Javier Plaza
2008 J jnl
Parallel Processing of Remotely Sensed Hyperspectral Images On Heterogeneous Networks of Workstations Using HeteroMPI.
Int. J. High Perform. Comput. Appl.
David Valencia, Alexey L. Lastovetsky, Maureen O'Flynn, Antonio Plaza, Javier Plaza
2008 J jnl
Parallel morphological/neural processing of hyperspectral images using heterogeneous and homogeneous platforms.
Clust. Comput.
Javier Plaza, Rosa M. Pérez, Antonio Plaza, Pablo Martínez, David Valencia
2008 J jnl
Preface.
Int. J. High Perform. Comput. Appl.
Antonio Plaza, Chein-I Chang
2008 — conf
Towards the Definition of a Flexible Hyperspectral Processing Chain: Preliminary Case Study Using High-Resolution Urban Data.
IGARSS (2)
Jacopo Nairoukh, Giovanna Trianni, Paolo Gamba, Fabio Dell'Acqua, Antonio Plaza
2007 J jnl
Impact of platform heterogeneity on the design of parallel algorithms for morphological processing of high-dimensional image data.
J. Supercomput.
Antonio Plaza, Javier Plaza, David Valencia
2007 Misc conf
Parallel CBIR System for Efficient Hyperspectral Image Retrieval from Heterogeneous Networks of Workstations.
SYNASC
Antonio Plaza, Javier Plaza, Abel Paz, Soraya Blazquez
2007 C conf
Parallel Detection of Targets in Hyperspectral Images Using Heterogeneous Networks of Workstations.
PDP
Antonio Plaza, David Valencia, Soraya Blazquez, Javier Plaza
2007 J jnl
Parallel Morphological Endmember Extraction Using Commodity Graphics Hardware.
IEEE Geosci. Remote. Sens. Lett.
Javier Setoain, Manuel Prieto, Christian Tenllado, Antonio Plaza, Francisco Tirado
2007 J jnl
Parallel Processing of High-Dimensional Remote Sensing Images Using Cluster Computer Architectures.
Int. J. Comput. Their Appl.
David Valencia, Antonio Plaza, Pablo Martínez, Javier Plaza
2007 — conf
Towards Real-Time Compression of Hyperspectral Images Using Virtex-II FPGAs.
Euro-Par
Antonio Plaza
2006 J jnl
A fast iterative algorithm for implementation of pixel purity index.
IEEE Geosci. Remote. Sens. Lett.
Chein-I Chang, Antonio Plaza
2006 Misc conf
AMEEPAR: Parallel Morphological Algorithm for Hyperspectral Image Classification on Heterogeneous Networks of Workstations.
International Conference on Computational Science (3)
Antonio Plaza, Javier Plaza, David Valencia
2006 J jnl
Commodity cluster-based parallel processing of hyperspectral imagery.
J. Parallel Distributed Comput.
Antonio Plaza, David Valencia, Javier Plaza, Pablo Martínez
2006 C conf
Design and Implementation of a Parallel Heterogeneous Algorithm for Hyperspectral Image Analysis Using HeteroMPI.
ISPDC
David Valencia, Alexey L. Lastovetsky, Antonio Plaza
2006 A conf
Distributed Computing for Efficient Hyperspectral Imaging Using Fully Heterogeneous Networks of Workstations.
ICDCS
Antonio Plaza, Javier Plaza, David Valencia
2006 Misc conf
FPGA-Based Hyperspectral Data Compression Using Spectral Unmixing and the Pixel Purity Index Algorithm.
International Conference on Computational Science (1)
David Valencia, Antonio Plaza
2006 A conf
High-performance computing in remotely sensed hyperspectral imaging: the Pixel Purity Index algorithm as a case study.
IPDPS
Antonio Plaza, David Valencia, Javier Plaza
2006 J jnl
Impact of Initialization on Design of Endmember Extraction Algorithms.
IEEE Trans. Geosci. Remote. Sens.
Antonio Plaza, Chein-I Chang
2006 — conf
Parallel Hyperspectral Image Processing on Commodity Graphics Hardware.
ICPP Workshops
Javier Setoain, Christian Tenllado, Manuel Prieto, David Valencia, Antonio Plaza, Javier Plaza
2006 C conf
Parallel Morphological/Neural Classification of Remote Sensing Images Using Fully Heterogeneous and Homogeneous Commodity Clusters.
CLUSTER
Javier Plaza, Rosa M. Pérez, Antonio Plaza, Pablo Martínez, David Valencia
2006 J jnl
Parallel implementation of endmember extraction algorithms from hyperspectral data.
IEEE Geosci. Remote. Sens. Lett.
Antonio Plaza, David Valencia, Javier Plaza, Chein-I Chang
2006 — ch.
Spectral/Spatial Hyperspectral Image Compression.
Hyperspectral Data Compression
Bharath Ramakrishna, Antonio Plaza, Chein-I Chang, Hsuan Ren, Qian Du, Chein-Chi Chang
2005 C conf
Automated generation of semi-labeled training samples for nonlinear neural network-based abundance estimation in hyperspectral data.
IGARSS
Javier Plaza, Antonio Plaza, Rosa M. Pérez, Pablo Martínez
2005 J jnl
Dimensionality reduction and classification of hyperspectral image data using sequences of extended morphological transformations.
IEEE Trans. Geosci. Remote. Sens.
Antonio Plaza, Pablo Martínez, Javier Plaza, Rosa M. Pérez
2005 C conf
Efficient information extraction from hyperspectral imagery using networks of workstations.
IGARSS
Antonio Plaza, Javier Plaza, David Valencia, Pablo Martínez
2004 J jnl
A quantitative and comparative analysis of endmember extraction algorithms from hyperspectral data.
IEEE Trans. Geosci. Remote. Sens.
Antonio Plaza, Pablo Martínez, Rosa M. Pérez, Javier Plaza
2003 C conf
A new method for target detection in hyperspectral imagery based on extended morphological profiles.
IGARSS
Antonio Plaza, Pablo Martínez, Rosa M. Pérez, Javier Plaza
2003 C conf
H-COMP: a tool for quantitative and comparative analysis of endmember identification algorithms.
IGARSS
Javier Plaza, Antonio Plaza, Pablo Martínez, Rosa M. Pérez
2002 J jnl
Spatial/spectral endmember extraction by multidimensional morphological operations.
IEEE Trans. Geosci. Remote. Sens.
Antonio Plaza, Pablo Martínez, Rosa M. Pérez, Javier Plaza