International Geoscience and Remote Sensing Symposium

In 2021 a joint initiative of Belgium and The Netherlands

FR4.O-8: Nonlinear Methods for Hyperspectral Snmixing
Fri, 16 Jul, 14:40 - 16:10 (UTC)
Fri, 16 Jul, 16:40 - 18:10 Central Europe Summer Time (UTC +2)
Fri, 16 Jul, 22:40 - 00:10 China Standard Time (UTC +8)
Fri, 16 Jul, 10:40 - 12:10 Eastern Standard Time (UTC -4)
Session Chair: Lianru Gao, Aerospace Information Research Institute, Chinese Academy of Sciences
Session Manager: Jordi Cortes
Track: Data Analysis Methods (Optical, Multispectral,Hyperspectral, SAR)

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 IMFORMATION AND TECHNOLOGY, VADODARA, India

FR4.O-8.4: EvoNAS: Evolvable Neural Architecture Search for Hyperspectral Unmixing

Zhu Han, Aerospace Information Research Institute, Chinese Academy of Sciences, China; Danfeng Hong, German Aerospace Center, Germany; Lianru Gao, Aerospace Information Research Institute, Chinese Academy of Sciences, China; Jocelyn Chanussot, Université Grenoble Alpes, France; Bing Zhang, Aerospace Information Research 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