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Antonio Plaza

Fellow, IEEE

Hyperspectral Unmixing Based on Nonnegative Matrix Factorization: A Comprehensive Review


May 20, 2022
Xin-Ru Feng, Heng-Chao Li, Rui Wang, Qian Du, Xiuping Jia, Antonio Plaza

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A3CLNN: Spatial, Spectral and Multiscale Attention ConvLSTM Neural Network for Multisource Remote Sensing Data Classification


Apr 09, 2022
Heng-Chao Li, Wen-Shuai Hu, Wei Li, Jun Li, Qian Du, Antonio Plaza

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* IEEE Transactions on Neural Networks and Learning Systems, vol. 33, no. 2, pp. 747-761, Feb. 2022 
* 16 pages, 10 figures 

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Multimodal Fusion Transformer for Remote Sensing Image Classification


Mar 31, 2022
Swalpa Kumar Roy, Ankur Deria, Danfeng Hong, Behnood Rasti, Antonio Plaza, Jocelyn Chanussot

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SpectralFormer: Rethinking Hyperspectral Image Classification with Transformers


Jul 07, 2021
Danfeng Hong, Zhu Han, Jing Yao, Lianru Gao, Bing Zhang, Antonio Plaza, Jocelyn Chanussot

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Graph Convolutional Networks for Hyperspectral Image Classification


Aug 06, 2020
Danfeng Hong, Lianru Gao, Jing Yao, Bing Zhang, Antonio Plaza, Jocelyn Chanussot

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* IEEE Transactions on Geoscience and Remote Sensing, 2020 

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Image Segmentation Using Deep Learning: A Survey


Jan 18, 2020
Shervin Minaee, Yuri Boykov, Fatih Porikli, Antonio Plaza, Nasser Kehtarnavaz, Demetri Terzopoulos

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Integration of LiDAR and Hyperspectral Data for Land-cover Classification: A Case Study


Jul 09, 2017
Pedram Ghamisi, Gabriele Cavallaro, Dan, Wu, Jon Atli Benediktsson, Antonio Plaza

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Adaptive Deep Pyramid Matching for Remote Sensing Scene Classification


Nov 11, 2016
Qingshan Liu, Renlong Hang, Huihui Song, Fuping Zhu, Javier Plaza, Antonio Plaza

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Hyperspectral Unmixing Overview: Geometrical, Statistical, and Sparse Regression-Based Approaches


Apr 24, 2012
José M. Bioucas-Dias, Antonio Plaza, Nicolas Dobigeon, Mario Parente, Qian Du, Paul Gader, Jocelyn Chanussot

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* This work has been accepted for publication in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 

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