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HyDe: The First Open-Source, Python-Based, GPU-Accelerated Hyperspectral Denoising Package



Daniel Coquelin , Behnood Rasti , Markus Götz , Pedram Ghamisi , Richard Gloaguen , Achim Streit

* 5 pages 

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Deep Hyperspectral Unmixing using Transformer Network



Preetam Ghosh , Swalpa Kumar Roy , Bikram Koirala , Behnood Rasti , Paul Scheunders

* Currently, this paper is under review in IEEE 

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Multimodal Fusion Transformer for Remote Sensing Image Classification



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


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Fusion of Dual Spatial Information for Hyperspectral Image Classification



Puhong Duan , Pedram Ghamisi , Xudong Kang , Behnood Rasti , Shutao Li , Richard Gloaguen

* 13 pages, 11 figures 

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Feature Extraction for Hyperspectral Imagery: The Evolution from Shallow to Deep



Behnood Rasti , Danfeng Hong , Renlong Hang , Pedram Ghamisi , Xudong Kang , Jocelyn Chanussot , Jon Atli Benediktsson


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Multisource and Multitemporal Data Fusion in Remote Sensing



Pedram Ghamisi , Behnood Rasti , Naoto Yokoya , Qunming Wang , Bernhard Hofle , Lorenzo Bruzzone , Francesca Bovolo , Mingmin Chi , Katharina Anders , Richard Gloaguen , Peter M. Atkinson , Jon Atli Benediktsson


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Hyperspectral Subspace Identification Using SURE



Behnood Rasti , Magnus O. Ulfarsson , Johannes R. Sveinsson

* Technical Report. A shorten version of this paper has been published in the IEEE Geoscience and Remote Sensing Letters 

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