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ORCIDAntonio Plaza
Antonio J. Plaza
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- affiliation: University of Maryland, USA
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2020 – today
- 2025
[j411]Heng Li, Bing Tu, Bo Liu, Jun Li, Antonio Plaza:
Adaptive Feature Self-Attention in Spiking Neural Networks for Hyperspectral Classification. IEEE Trans. Geosci. Remote. Sens. 63: 1-15 (2025)- 2024
- [j410]Elena Cristina Rodríguez-Garlito
, Abel Paz-Gallardo, Antonio Plaza:
Advancements in remote sensing for invasive plant mapping along the Guadiana River: The role of CNN2D. Future Gener. Comput. Syst. 158: 400-409 (2024) - [j409]Bing Tu, Qi Ren, Jun Li, Zhaolou Cao, Yunyun Chen, Antonio Plaza:
NCGLF2: Network combining global and local features for fusion of multisource remote sensing data. Inf. Fusion 104: 102192 (2024) - [j408]Ying Zhang, Lianhui Liang, Jun Li, Antonio Plaza, Xudong Kang, Jianxu Mao, Yaonan Wang:
Structural and Textural-Aware Feature Extraction for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j407]Danfeng Hong, Bing Zhang, Xuyang Li, Yuxuan Li, Chenyu Li, Jing Yao, Naoto Yokoya, Hao Li, Pedram Ghamisi, Xiuping Jia, Antonio Plaza, Paolo Gamba, Jón Atli Benediktsson, Jocelyn Chanussot:
SpectralGPT: Spectral Remote Sensing Foundation Model. IEEE Trans. Pattern Anal. Mach. Intell. 46(8): 5227-5244 (2024) - [j406]Shiping Li, Lianhui Liang, Shaoquan Zhang, Ying Zhang, Antonio Plaza, Xuehua Wang:
End-to-End Convolutional Network and Spectral-Spatial Transformer Architecture for Hyperspectral Image Classification. Remote. Sens. 16(2): 325 (2024) - [j405]Can Li, Tao Chen, Kun Jia, Antonio Plaza:
Coupling Analysis Between Ecological Environment Change and Urbanization Process in the Middle Reaches of Yangtze River Urban Agglomeration, China. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 880-892 (2024) - [j404]Lin He, Hanghui Ye, Dahan Xi, Jun Li, Antonio Plaza, Mei Zhang:
Tree-Structured Neural Network for Hyperspectral Pansharpening. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 2516-2530 (2024) - [j403]Tao Chen, Xiao Gao, Gang Liu, Chen Wang, Zeyang Zhao, Jie Dou, Ruiqing Niu, Antonio J. Plaza:
BisDeNet: A New Lightweight Deep Learning-Based Framework for Efficient Landslide Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 3648-3663 (2024) - [j402]Tao Chen, Qingye Wang, Zeyang Zhao, Gang Liu, Jie Dou, Antonio Plaza:
LCFSTE: Landslide Conditioning Factors and Swin Transformer Ensemble for Landslide Susceptibility Assessment. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 6444-6454 (2024) - [j401]Zeyang Zhao, Tao Chen, Jie Dou, Gang Liu, Antonio Plaza:
Landslide Susceptibility Mapping Considering Landslide Local-Global Features Based on CNN and Transformer. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 7475-7489 (2024) - [j400]Zhenjie Liu, Jun Li, Lizhe Wang, Antonio Plaza:
Integration of Remote Sensing and Crowdsourced Data for Fine-Grained Urban Flood Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 13523-13532 (2024) - [j399]Jiao Pan, Ziwei Wang, Tao Chen, Kun Jia, Antonio Plaza:
Spatial and Temporal Change Monitoring of Wetland Urban Ecology Based on a Remote Sensing Ecological Index Considering Full Elements. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 14010-14020 (2024) - [j398]Hao Chen, Tao Chen, Yuxiang Zhang, Bo Du, Antonio Plaza:
DSFC-AE: A New Hyperspectral Unmixing Method Based on Deep Shared Fully Connected Autoencoder. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 15746-15760 (2024) - [j397]Xinran Li, Tao Chen, Gang Liu, Jie Dou, Ruiqing Niu, Antonio Plaza:
Joint Grid-Based Attention and Multilevel Feature Fusion for Landslide Recognition. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 19911-19922 (2024) - [j396]Lirong Han, Mercedes Eugenia Paoletti, Sergio Moreno-Álvarez, Juan Mario Haut, Rafael Pastor, Antonio Plaza:
Hashing for Retrieving Long-Tailed Distributed Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j395]Lirong Han, Mercedes Eugenia Paoletti, Xuanwen Tao, Zhaoyue Wu, Juan Mario Haut, Peng Li, Rafael Pastor, Antonio Plaza:
Hash-Based Remote Sensing Image Retrieval. IEEE Trans. Geosci. Remote. Sens. 62: 1-23 (2024) - [j394]Lin He, Zhou Fang, Jun Li, Jocelyn Chanussot, Antonio Plaza:
Two Spectral-Spatial Implicit Neural Representations for Arbitrary-Resolution Hyperspectral Pansharpening. IEEE Trans. Geosci. Remote. Sens. 62: 1-21 (2024) - [j393]Yan He, Bing Tu, Puzhao Jiang, Bo Liu, Jun Li, Antonio Plaza:
IGroupSS-Mamba: Interval Group Spatial-Spectral Mamba for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-17 (2024) - [j392]Yan He, Bing Tu, Bo Liu, Yunyun Chen, Jun Li, Antonio Plaza:
Hybrid Multiscale Spatial-Spectral Transformer for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-18 (2024) - [j391]Yan He, Bing Tu, Bo Liu, Jun Li, Antonio Plaza:
3DSS-Mamba: 3D-Spectral-Spatial Mamba for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [j390]Jianghong Hu, Bing Tu, Qi Ren, Xiaolong Liao, Zhaolou Cao, Antonio Plaza:
Hyperspectral Image Classification via Multiscale Multiangle Attention Network. IEEE Trans. Geosci. Remote. Sens. 62: 1-18 (2024) - [j389]Mengying Jiang, Yuanchao Su, Lianru Gao, Antonio Plaza, Xi-Le Zhao, Xu Sun, Guizhong Liu:
GraphGST: Graph Generative Structure-Aware Transformer for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [j388]Chenyu Li, Bing Zhang, Danfeng Hong, Jing Yao, Xiuping Jia, Antonio Plaza, Jocelyn Chanussot:
Interpretable Networks for Hyperspectral Anomaly Detection: A Deep Unfolding Solution. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j387]Zhenjie Liu, Jun Li, Lizhe Wang, Antonio Plaza:
Optimal Transport Under Land Cover Information Constraints: Fusing Heterogeneous SAR Imagery and Social Media Data. IEEE Trans. Geosci. Remote. Sens. 62: 1-12 (2024) - [j386]Yushan Pan, Yang Xu, Zebin Wu, Zhihui Wei, Javier Plaza, Antonio Plaza:
A Mask Guided Oriented Object Detector Based on Rotated Size-Adaptive Tricube Kernel. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - [j385]Yuanchao Su, Zhiqing Zhu, Lianru Gao, Antonio Plaza, Pengfei Li, Xu Sun, Xiang Xu:
DAAN: A Deep Autoencoder-Based Augmented Network for Blind Multilinear Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - [j384]Yuxi Sun, Yunming Ye, Jian Kang, Rubén Fernández-Beltran, Yifang Ban, Sebastian Hafner, Xutao Li, Chuyao Luo, Antonio Plaza:
Cross-Modal Hashing With Feature Semi-Interaction and Semantic Ranking for Remote Sensing Ship Image Retrieval. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - [j383]Xuanwen Tao, Bikram Koirala, Antonio Plaza, Paul Scheunders:
A New Dual-Feature Fusion Network for Enhanced Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - [j382]Xuanwen Tao, Mercedes Eugenia Paoletti, Zhaoyue Wu, Juan Mario Haut, Peng Ren, Antonio Plaza:
An Abundance-Guided Attention Network for Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j381]Yunchang Wang, Jin Sun, Zhihui Wei, Javier Plaza, Antonio Plaza, Zebin Wu:
Cloud-Edge Selective Background Energy Constrained Filter for Real-Time Hyperspectral Target Detection. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - [j380]Degang Wang, Lina Zhuang, Lianru Gao, Xu Sun, Xiaobin Zhao, Antonio Plaza:
Sliding Dual-Window-Inspired Reconstruction Network for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - [j379]Yue Yang, Tao Chen, Tao Lei, Bo Du, Asoke K. Nandi, Antonio Plaza:
SEDANet: A New Siamese Ensemble Difference Attention Network for Building Change Detection in Remotely Sensed Images. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [j378]Jin-Yu Yang, Heng-Chao Li, Jing-Hua Yang, Lei Pan, Qian Du, Antonio Plaza:
Multifrequency Graph Convolutional Network With Cross-Modality Mutual Enhancement for Multisource Remote Sensing Data Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j377]Long Yu, Jun Li, Lin He, Antonio Plaza, Lizhe Wang, Zhonghui Tang, Li Zhuo, Yuchen Yuan:
dSPG: A New Discriminant Superpixel Graph Regularizer and Convolutional Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-18 (2024) - [j376]Haoyang Yu, Hao Yang, Lianru Gao, Jiaochan Hu, Antonio Plaza, Bing Zhang:
Hyperspectral Image Change Detection Based on Gated Spectral-Spatial-Temporal Attention Network With Spectral Similarity Filtering. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - [j375]Zhuoyi Zhao, Xiang Xu, Shutao Li, Antonio Plaza:
Hyperspectral Image Classification Using Groupwise Separable Convolutional Vision Transformer Network. IEEE Trans. Geosci. Remote. Sens. 62: 1-17 (2024) - [j374]Peng Zheng, Zebin Wu, Yang Xu, Jin Sun, Fei Ye, Chuan Qin, Zhihui Wei, Javier Plaza, Jun Li, Antonio Plaza:
Unified Cloud-Based Framework for Hyperspectral and Multispectral Image Fusion Incorporating Nonlocal Principles and Tensor Decomposition. IEEE Trans. Geosci. Remote. Sens. 62: 1-18 (2024) - [j373]Chengle Zhou, Zhi He, Anjun Lou, Antonio Plaza:
RGB-to-HSV: A Frequency-Spectrum Unfolding Network for Spectral Super-Resolution of RGB Videos. IEEE Trans. Geosci. Remote. Sens. 62: 1-18 (2024) - [j372]Yang Mi, Bing Tu, Yunyun Chen, Zhaolou Cao, Antonio Plaza:
Hyperspectral Anomaly Detection via Anchor Generation. IEEE Trans. Instrum. Meas. 73: 1-14 (2024) - [j371]Bing Tu, Xianchang Yang, Wei He, Jun Li, Antonio Plaza:
Hyperspectral Anomaly Detection Using Reconstruction Fusion of Quaternion Frequency Domain Analysis. IEEE Trans. Neural Networks Learn. Syst. 35(6): 8358-8372 (2024) - [j370]Xianchang Yang, Bing Tu, Qianming Li, Jun Li, Antonio Plaza:
Graph Evolution-Based Vertex Extraction for Hyperspectral Anomaly Detection. IEEE Trans. Neural Networks Learn. Syst. 35(12): 17372-17386 (2024) - [c187]Zhenjie Liu, Yong Deng, Jun Li, Javier Plaza, Antonio Plaza:
Fusing SAR Images and Social Media Data Through Domain Adaptation and Land Cover Information: A Case of 2017 Houston Flood Event. IGARSS 2024: 1218-1221 - [c186]Matteo Ciotola, Giuseppe Guarino, Gemine Vivone, Jocelyn Chanussot, Antonio Plaza, Giuseppe Scarpa:
Hyperspectral Pansharpening: Review and Future Perspectives. IGARSS 2024: 1231-1234 - [c185]Lirong Han, Mercedes Eugenia Paoletti, Sergio Moreno-Álvarez, Juan Mario Haut, Antonio J. Plaza:
Deep Robust Hashing Using Self-Distillation for Remote Sensing Image Retrieval. IGARSS 2024: 7111-7114 - [i16]Chengyang Zhang, Weiming Li, Gang Li, Huina Song, Zhaohui Song, Xueqian Wang, Antonio Plaza:
Lightweight Change Detection in Heterogeneous Remote Sensing Images with Online All-Integer Pruning Training. CoRR abs/2405.01920 (2024) - [i15]Yan He, Bing Tu, Bo Liu, Jun Li, Antonio Plaza:
3DSS-Mamba: 3D-Spectral-Spatial Mamba for Hyperspectral Image Classification. CoRR abs/2405.12487 (2024) - [i14]Matteo Ciotola, Giuseppe Guarino, Gemine Vivone, Giovanni Poggi, Jocelyn Chanussot, Antonio Plaza, Giuseppe Scarpa:
Hyperspectral Pansharpening: Critical Review, Tools and Future Perspectives. CoRR abs/2407.01355 (2024) - [i13]Yan He, Bing Tu, Puzhao Jiang, Bo Liu, Jun Li, Antonio Plaza:
IGroupSS-Mamba: Interval Group Spatial-Spectral Mamba for Hyperspectral Image Classification. CoRR abs/2410.05100 (2024) - 2023
- [j369]Chengle Zhou, Qian Shi, Da He, Bing Tu, Haoyang Li, Antonio Plaza:
Spectral-spatial sequence characteristics-based convolutional transformer for hyperspectral change detection. CAAI Trans. Intell. Technol. 8(4): 1237-1257 (2023) - [j368]Chen Wang, Tao Chen, Antonio Plaza:
MFE-ResNet: A new extraction framework for land cover characterization in mining areas. Future Gener. Comput. Syst. 145: 550-562 (2023) - [j367]Lirong Han, Mercedes Eugenia Paoletti, Xuanwen Tao, Zhaoyue Wu, Juan Mario Haut, Javier Plaza, Antonio Plaza:
Central Cohesion Gradual Hashing for Remote Sensing Image Retrieval. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j366]Elena Cristina Rodríguez-Garlito, Abel Paz-Gallardo, Antonio J. Plaza:
Mapping the Accumulation of Invasive Aquatic Plants in the Guadiana River, Spain, Using Multitemporal Remote Sensing. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j365]Peng Zheng, Jin Sun, Yang Xu, Yi Zhang, Zhihui Wei, Javier Plaza, Antonio Plaza, Zebin Wu:
Distributed Nonlocal Coupled Hierarchical Tucker Decomposition for Hyperspectral Image Fusion. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j364]Lianhui Liang, Shaoquan Zhang, Jun Li, Antonio Plaza, Zhi Cui:
Multi-Scale Spectral-Spatial Attention Network for Hyperspectral Image Classification Combining 2D Octave and 3D Convolutional Neural Networks. Remote. Sens. 15(7): 1758 (2023) - [j363]Yunchang Wang, Jiang Cai, Junlong Zhou, Jin Sun, Yang Xu, Yi Zhang, Zhihui Wei, Javier Plaza, Antonio Plaza, Zebin Wu:
CE-RX: A Collaborative Cloud-Edge Anomaly Detection Approach for Hyperspectral Images. Remote. Sens. 15(17): 4242 (2023) - [j362]Elena Cristina Rodríguez-Garlito, Abel Paz-Gallardo, Antonio Plaza:
Monitoring the Spatiotemporal Distribution of Invasive Aquatic Plants in the Guadiana River, Spain. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 228-241 (2023) - [j361]Elena Cristina Rodríguez-Garlito, Abel Paz-Gallardo, Antonio Plaza:
Mapping Invasive Aquatic Plants in Sentinel-2 Images Using Convolutional Neural Networks Trained With Spectral Indices. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 2889-2899 (2023) - [j360]Yang Lan, Hanwen Yu, Mengdao Xing, Antonio Plaza:
A Cluster-Analysis and Convex Hull-Based Fast Large-Scale Phase Unwrapping Method for Single- and Multibaseline SAR Interferograms. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 5416-5429 (2023) - [j359]Emanuele Torti, Elisa Marenzi, Giovanni Danese, Antonio J. Plaza, Francesco Leporati:
Spatial-Spectral Feature Extraction With Local Covariance Matrix From Hyperspectral Images Through Hybrid Parallelization. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 7412-7421 (2023) - [j358]Yuanchao Su, Lianru Gao, Mengying Jiang, Antonio Plaza, Xu Sun, Bing Zhang:
NSCKL: Normalized Spectral Clustering With Kernel-Based Learning for Semisupervised Hyperspectral Image Classification. IEEE Trans. Cybern. 53(10): 6649-6662 (2023) - [j357]Yang-Jun Deng, Heng-Chao Li, Siqiao Tan, Junhui Hou, Qian Du, Antonio Plaza:
t-Linear Tensor Subspace Learning for Robust Feature Extraction of Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [j356]Lianru Gao, Degang Wang, Lina Zhuang, Xu Sun, Min Huang, Antonio Plaza:
BS3LNet: A New Blind-Spot Self-Supervised Learning Network for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 61: 1-18 (2023) - [j355]Lin He, Xinyi Li, Xinguo He, Jun Li, Shuang Song, Antonio Plaza:
VSP-Based Warping for Stitching Many UAV Images. IEEE Trans. Geosci. Remote. Sens. 61: 1-17 (2023) - [j354]Lin He, Dahan Xi, Jun Li, Honghao Lai, Antonio Plaza, Jocelyn Chanussot:
Dynamic Hyperspectral Pansharpening CNNs. IEEE Trans. Geosci. Remote. Sens. 61: 1-19 (2023) - [j353]Heng-Chao Li, Zhi-Xin Lin, Tian-Yu Ma, Xi-Le Zhao, Antonio Plaza, William J. Emery:
Hybrid Fully Connected Tensorized Compression Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-16 (2023) - [j352]Bingkun Liang, Fan Li, Shaoquan Zhang, Antonio Plaza, Chengzhi Deng, Pengfei Lai, Jiajun Zheng, Shengqian Wang, Dingli Su:
Local Spectral Similarity-Guided Sparse Unmixing of Hyperspectral Images With Spatial Graph Regularization. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [j351]Lianhui Liang, Ying Zhang, Shaoquan Zhang, Jun Li, Antonio Plaza, Xudong Kang:
Fast Hyperspectral Image Classification Combining Transformers and SimAM-Based CNNs. IEEE Trans. Geosci. Remote. Sens. 61: 1-19 (2023) - [j350]Xiaolong Liao, Bing Tu, Jun Li, Antonio Plaza:
Class-wise Graph Embedding-Based Active Learning for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-13 (2023) - [j349]Xiaobo Liu, Xiang Li, Haoran Dai, Xudong Kang, Antonio Plaza, Wenjie Zu:
Mun-GAN: A Multiscale Unsupervised Network for Remote Sensing Image Pansharpening. IEEE Trans. Geosci. Remote. Sens. 61: 1-18 (2023) - [j348]Pengyu Lu, Xinwei Jiang, Yongshan Zhang, Xiaobo Liu, Zhihua Cai, Junjun Jiang, Antonio Plaza:
Spectral-Spatial and Superpixelwise Unsupervised Linear Discriminant Analysis for Feature Extraction and Classification of Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [j347]Mercedes Eugenia Paoletti, Sergio Moreno-Álvarez, Yu Xue, Juan Mario Haut, Antonio Plaza:
AAtt-CNN: Automatic Attention-Based Convolutional Neural Networks for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-18 (2023) - [j346]Mercedes Eugenia Paoletti, Xuanwen Tao, Lirong Han, Zhaoyue Wu, Sergio Moreno-Álvarez, Swalpa Kumar Roy, Antonio Plaza, Juan Mario Haut:
Parameter-Free Attention Network for Spectral-Spatial Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-17 (2023) - [j345]Swalpa Kumar Roy, Ankur Deria, Danfeng Hong, Behnood Rasti, Antonio Plaza, Jocelyn Chanussot:
Multimodal Fusion Transformer for Remote Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-20 (2023) - [j344]Swalpa Kumar Roy, Ankur Deria, Chiranjibi Shah, Juan Mario Haut, Qian Du, Antonio Plaza:
Spectral-Spatial Morphological Attention Transformer for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [j343]Yuanchao Su, Jiangyi Chen, Lianru Gao, Antonio Plaza, Mengying Jiang, Xiang Xu, Xu Sun, Pengfei Li:
ACGT-Net: Adaptive Cuckoo Refinement-Based Graph Transfer Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [j342]Yuxi Sun, Yunming Ye, Jian Kang, Rubén Fernández-Beltran, Shanshan Feng, Xutao Li, Chuyao Luo, Puzhao Zhang, Antonio Plaza:
Cross-View Object Geo-Localization in a Local Region With Satellite Imagery. IEEE Trans. Geosci. Remote. Sens. 61: 1-16 (2023) - [j341]Yuxi Sun, Yunming Ye, Jian Kang, Rubén Fernández-Beltran, Xutao Li, Zhenyu Xiong, Xu Huang, Antonio Plaza:
Consistency Center-Based Deep Cross-Modal Hashing for Multisource Remote Sensing Image Retrieval. IEEE Trans. Geosci. Remote. Sens. 61: 1-16 (2023) - [j340]Bing Tu, Wangquan He, Qianming Li, Yishu Peng, Antonio Plaza:
A New Context-Aware Framework for Defending Against Adversarial Attacks in Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [j339]Degang Wang, Lina Zhuang, Lianru Gao, Xu Sun, Min Huang, Antonio J. Plaza:
PDBSNet: Pixel-Shuffle Downsampling Blind-Spot Reconstruction Network for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [j338]Degang Wang, Lina Zhuang, Lianru Gao, Xu Sun, Min Huang, Antonio Plaza:
BockNet: Blind-Block Reconstruction Network With a Guard Window for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 61: 1-16 (2023) - [j337]Zhaoyue Wu, Mercedes Eugenia Paoletti, Hongjun Su, Xuanwen Tao, Lirong Han, Juan Mario Haut, Antonio Plaza:
Background-Guided Deformable Convolutional Autoencoder for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 61: 1-16 (2023) - [j336]Zhuoyi Zhao, Xiang Xu, Jun Li, Shutao Li, Antonio Plaza:
Gabor-Modulated Grouped Separable Convolutional Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-17 (2023) - [c184]Jun Hu, Shanshan Wu, Zebin Wu, Yi Zhang, Javier Plaza, Antonio Plaza:
Hyperspectral and Multispectral Image Fusion Target Detection based on Cloud-Edge Collaboration. IGARSS 2023: 6564-6567 - [c183]Zhaoyue Wu, Xuanwen Tao, Mercedes Eugenia Paoletti, Juan Mario Haut, Rafael Pastor Vargas, Antonio Plaza:
Deep Unrolling Network with Active Dictionary Learning for Hyperspectral Anomaly Detection. WHISPERS 2023: 1-5 - [i12]Danfeng Hong, Bing Zhang, Xuyang Li, Yuxuan Li, Chenyu Li, Jing Yao, Naoto Yokoya, Hao Li, Pedram Ghamisi, Xiuping Jia, Antonio Plaza, Paolo Gamba, Jón Atli Benediktsson, Jocelyn Chanussot:
SpectralGPT: Spectral Foundation Model. CoRR abs/2311.07113 (2023) - 2022
- [j335]Liang Lv, Tao Chen, Jie Dou, Antonio Plaza:
A hybrid ensemble-based deep-learning framework for landslide susceptibility mapping. Int. J. Appl. Earth Obs. Geoinformation 108: 102713 (2022) - [j334]Jian Kang, Rubén Fernández-Beltran, Sicong Liu, Antonio Plaza:
Toward Tightness of Scalable Neighborhood Component Analysis for Remote-Sensing Image Characterization. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j333]Jose L. García, Mercedes Eugenia Paoletti, Luis-Ignacio Jimenez, Juan Mario Haut, Antonio Plaza:
Efficient Semantic Segmentation of Hyperspectral Images Using Adaptable Rectangular Convolution. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j332]Juan Mario Haut, Adrián Alcolea, Mercedes Eugenia Paoletti, Javier Plaza, Javier Resano, Antonio Plaza:
GPU-Friendly Neural Networks for Remote Sensing Scene Classification. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j331]Jian Kang, Rubén Fernández-Beltran, Xian Sun, Jingen Ni, Antonio Plaza:
Deep Learning-Based Building Footprint Extraction With Missing Annotations. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j330]Mercedes Paoletti, Juan Mario Haut, Tayeb Alipourfard, Swalpa Kumar Roy, Eligius M. T. Hendrix, Antonio Plaza:
Separable Attention Network in Single- and Mixed-Precision Floating Point for Land-Cover Classification of Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j329]Xuanwen Tao, Mercedes Eugenia Paoletti, Juan Mario Haut, Lirong Han, Peng Ren, Javier Plaza, Antonio Plaza:
Endmember Estimation From Hyperspectral Images Using Geometric Distances. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j328]Shervin Minaee, Yuri Boykov, Fatih Porikli, Antonio Plaza, Nasser Kehtarnavaz, Demetri Terzopoulos:
Image Segmentation Using Deep Learning: A Survey. IEEE Trans. Pattern Anal. Mach. Intell. 44(7): 3523-3542 (2022) - [j327]Bing Tu, Yu Zhu, Chengle Zhou, Siyuan Chen, Antonio Plaza:
Optimized Spatial Gradient Transfer for Hyperspectral-LiDAR Data Classification. Remote. Sens. 14(8): 1814 (2022) - [j326]Bing Tu, Wangquan He, Wei He, Xianfeng Ou, Antonio Plaza:
Hyperspectral Classification via Global-Local Hierarchical Weighting Fusion Network. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 184-200 (2022) - [j325]Tao Chen, Zhiyuan Lu, Yue Yang, Yuxiang Zhang, Bo Du, Antonio Plaza:
A Siamese Network Based U-Net for Change Detection in High Resolution Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 2357-2369 (2022) - [j324]Tao Chen, Xiaoxiong Zheng, Ruiqing Niu, Antonio Plaza:
Open-Pit Mine Area Mapping With Gaofen-2 Satellite Images Using U-Net+. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 3589-3599 (2022) - [j323]Xin-Ru Feng, Heng-Chao Li, Rui Wang, Qian Du, Xiuping Jia, Antonio Plaza:
Hyperspectral Unmixing Based on Nonnegative Matrix Factorization: A Comprehensive Review. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 4414-4436 (2022) - [j322]Bing Tu, Xiaolong Liao, Qianming Li, Chengle Zhou, Antonio Plaza:
Multi-resolution Pyramid Enhanced Non-local Feature Extraction for Hyperspectral Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 5865-5879 (2022) - [j321]