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International Geoscience and Remote Sensing Symposium

In 2021 a joint initiative of Belgium and The Netherlands

WE1.O-2.5

DEEP HYPERSPECTRAL TENSOR COMPLETION JUST USING SMALL DATA

Chia-Hsiang Lin, Yen-Cheng Lin, Po-Wei Tang, Man-Chun Chu, National Cheng Kung University, Taiwan
Session:
Signal Denoising, Reconstruction and Completion
Track:
Data Analysis Methods (Optical, Multispectral,Hyperspectral, SAR)
Presentation Time:
Wed, 14 Jul, 09:30-09:45 (UTC)
Wed, 14 Jul, 11:30-11:45 Central Europe Summer Time (UTC +2)
Wed, 14 Jul, 17:30-17:45 China Standard Time (UTC +8)
Wed, 14 Jul, 05:30-05:45 Eastern Daylight Time (UTC -4)
Session Co-Chairs:
Simonetta Paloscia, Institute of Applied Physics, National Research Council (IFAC-CNR) and Behnood Rasti, Helmholtz-Zentrum Dresden-Rossendorf (HZDR)
Session Manager:
Islam Alam Saad Mansour
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Session WE1.O-2
WE1.O-2.1: WHEN IS THE RIGHT TIME TO APPLY DENOISING?
Kasra Rafiezadeh Shahi, Behnood Rasti, Pedram Ghamisi, Helmholtz-Zentrum Dresden-Rossendorf, Helmholtz Institute Freiberg for Resource Technology, Germany; Paul Scheunders, University of Antwerp, Belgium; Richard Gloaguen, Helmholtz-Zentrum Dresden-Rossendorf, Helmholtz Institute Freiberg for Resource Technology, Germany
WE1.O-2.2: AN EVALUATION OF ROBUST REMOTE REFERENCE AND PARAMETRIC MAGNETOTELLURIC TRANSFER FUNCTION ESTIMATION
Xinyi Xu, Mark Butala, Zhejiang University, China
WE1.O-2.3: STRIPE NOISE REMOVAL FOR INFRARED IMAGE BY REGULARIZED SPECTRAL SEPARATION
Yue Hu, Xinyu Zhou, Ye Zhang, Shaoqi Shi, Disi Lin, Harbin Institute of Technology, China
WE1.O-2.4: SPECTRAL RECONSTRUCTION USING RESIDUAL CHANNEL AFFINITY PROPAGATION NETWORK WITH STRUCTURAL SIMILARITY CONSTRAINT
Chaoxiong Wu, Jiaojiao Li, Rui Song, Yunsong Li, Xidian University, China
WE1.O-2.5: DEEP HYPERSPECTRAL TENSOR COMPLETION JUST USING SMALL DATA
Chia-Hsiang Lin, Yen-Cheng Lin, Po-Wei Tang, Man-Chun Chu, National Cheng Kung University, Taiwan
WE1.O-2.6: WAVELET-BASED BLOCK LOW-RANK REPRESENTATIONS FOR HYPERSPECTRAL DENOISING
Bin Zhao, Jóhannes Rúnar Sveinsson, Magnus O. Ulfarsson, University of Iceland, Iceland; Jocelyn Chanussot, Université Grenoble Alpes; University of Iceland, Iceland

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