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International Geoscience and Remote Sensing Symposium

In 2021 a joint initiative of Belgium and The Netherlands

FR4.O-8.3

SPECTRAL UNMIXING USING AUTOENCODER WITH SPATIAL AND SPECTRAL REGULARIZATIONS

Jignesh Patel, Manjunath Joshi, Dhirubhai Ambani Institute of Imformation and Communication Technology, India; Jignesh Bhatt, Indian Institute of Information Technology Vadodara, India
Session:
Nonlinear Methods for Hyperspectral Snmixing
Track:
Data Analysis Methods (Optical, Multispectral,Hyperspectral, SAR)
Presentation Time:
Fri, 16 Jul, 15:10-15:25 (UTC)
Fri, 16 Jul, 17:10-17:25 Central Europe Summer Time (UTC +2)
Fri, 16 Jul, 23:10-23:25 China Standard Time (UTC +8)
Fri, 16 Jul, 11:10-11:25 Eastern Daylight Time (UTC -4)
Session Co-Chairs:
Lianru Gao, Aerospace Information Research Institute, Chinese Academy of Sciences and Zhu Han, Aerospace Information Research Institute, Chinese Academy of Sciences
Session Manager:
Jordi Cortes
Presentation
Discussion
Resources
Session FR4.O-8
FR4.O-8.1: Endmember constraint non-negative tensor factorization via total variation for hyperspectral unmixing
Jin-Ju Wang, Ding-Cheng Wang, Ting-Zhu Huang, Jie Huang, University of Electronic Science and Technology of China, China
FR4.O-8.2: SPARSITY CONSTRAINED CONVOLUTIONAL AUTOENCODER NETWORK FOR HYPERSPECTRAL IMAGE UNMIXING
Zhengang Zhao, Hao Wang, Yuchen Liang, Tao Huang, Yi Xiao, Xianchuan Yu, Beijing Normal University, China
FR4.O-8.3: SPECTRAL UNMIXING USING AUTOENCODER WITH SPATIAL AND SPECTRAL REGULARIZATIONS
Jignesh Patel, Manjunath Joshi, Dhirubhai Ambani Institute of Imformation and Communication Technology, India; Jignesh Bhatt, Indian Institute of Information Technology Vadodara, India
FR4.O-8.4: EvoNAS: Evolvable Neural Architecture Search for Hyperspectral Unmixing
Zhu Han, Aerospace Information Reasearch Institute, Chinese Academy of Sciences, China; Danfeng Hong, German Aerospace Center (DLR), Germany; Lianru Gao, Aerospace Information Reasearch Institute, Chinese Academy of Sciences, China; Jocelyn Chanussot, Université Grenoble Alpes, France; Bing Zhang, Aerospace Information Reasearch Institute, Chinese Academy of Sciences, China
FR4.O-8.5: PIXELS-TO-ABUNDANCES TRANSLATION WITH SPATIAL-SPECTRAL CONDITIONAL GENERATIVE ADVERSARIAL NETWORKS FOR HYPERSPECTRAL UNMIXING
Li Wang, Xiaohua Zhang, Shengyuan Zheng, Tianrui Li, Jing Wang, Xidian University, China
FR4.O-8.6: WEIGHTED SPARSITY CONSTRAINT TENSOR FACTORIZATION FOR HYPERSPECTRAL UNMIXING
Yuan Yuan, Northwestern Polytechnical University, China; Le Dong, Xi'an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, China

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