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International Geoscience and Remote Sensing Symposium

In 2021 a joint initiative of Belgium and The Netherlands

TU4.O-12.5

ROBUST COUPLED NON-NEGATIVE MATRIX FACTORIZATION FOR HYPERSPECTRAL AND MULTISPECTRAL DATA FUSION

Touseef Ahmad, Rosly B Lyngdoh, Anand S Sahadevan, Praveen K Gupta, Arundhati Misra, Indian Space Research Organisation, India; Soumyendu Raha, Indian Institute of Science Bangalore, India
Session:
Resolution Enhancement of Hyperspectral Data
Track:
Data Analysis Methods (Optical, Multispectral,Hyperspectral, SAR)
Presentation Time:
Tue, 13 Jul, 15:40-15:55 (UTC)
Tue, 13 Jul, 17:40-17:55 Central Europe Summer Time (UTC +2)
Tue, 13 Jul, 23:40-23:55 China Standard Time (UTC +8)
Tue, 13 Jul, 11:40-11:55 Eastern Daylight Time (UTC -4)
Session Co-Chairs:
Daniel Cerra, German Aerospace Center (DLR) and Touseef Ahmad, Indian Space Research Organization
Session Manager:
Meenal Sharma
Presentation
Discussion
Resources
Session TU4.O-12
TU4.O-12.1: MULTI-SUPERVISED RECURSIVE-CNN FOR HYPERSPECTRAL AND MULTISPECTRAL IMAGE FUSION
Yuda Lu, Jingxiang Yang, Liang Xiao, Nanjing University of Science and Technology, China
TU4.O-12.2: A VARIATIONAL APPROACH WITH NONLOCAL SELF-SIMILARITY AND JOINT-SPARSITY FOR HYPERSPECTRAL IMAGE SUPER-RESOLUTION
Ting Xu, Ting-Zhu Huang, Yong Chen, Jie Huang, Liang-Jian Deng, University of Electronic Science and Technology of China, China
TU4.O-12.3: ENHANCED RESIDUAL DENSE NETWORK JOINT WITH GRUS FOR MULTISPECTRAL AND HYPERSPECTRAL IMAGE FUSION
Jiajun Xiao, Qiangqiang Yuan, Jie Li, Huanfeng Shen, Wuhan University, School of Geodesy and Geomatics, China
TU4.O-12.4: ENHANCED 3D CONVOLUTION FOR HYPERSPECTRAL IMAGE SUPER-RESOLUTION
Denghong Liu, Jie Li, Qiangqiang Yuan, Wuhan University, China
TU4.O-12.5: ROBUST COUPLED NON-NEGATIVE MATRIX FACTORIZATION FOR HYPERSPECTRAL AND MULTISPECTRAL DATA FUSION
Touseef Ahmad, Rosly B Lyngdoh, Anand S Sahadevan, Praveen K Gupta, Arundhati Misra, Indian Space Research Organisation, India; Soumyendu Raha, Indian Institute of Science Bangalore, India
TU4.O-12.6: AN IMPROVED HYPERSPECTRAL IMAGE SUPER RESOLUTION RESTORATION ALGORITHM BASED ON POCS
Yulei Wang, Xinxin He, Yao Shi, Qingyu Zhu, Haoyang Yu, Dalian Maritime University, China

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