17 - 22 July, 2022 • Physical: Kuala Lumpur Convention Centre (KLCC), Kuala Lumpur, Malaysia • Hybrid: Online Platform

Preserving Our Heritage, Enabling Our Future Through Remote Sensing

17 - 22 July, 2022 • Physical: Kuala Lumpur Convention Centre (KLCC), Kuala Lumpur, Malaysia • Hybrid: Online Platform

WE7.V7.4

A NEW 3D CONVOLUTION NETWORK FOR HYPERSPECTRAL UNMIXING

Xuanwen Tao, Lirong Han, Zhaoyue Wu, Luis Ignacio Jiménez, Juan M. Haut, Javier Plaza, Antonio Plaza, University of Extremadura, Spain; Mercedes E. Paoletti, Complutense University of Madrid, Spain; Peng Ren, China University of Petroleum (East China), China
Session:
Unmixing II Oral Virtual
Track:
Data Analysis Methods (Optical, Multispectral,Hyperspectral, SAR)
Location:
Virtual Room 7
Presentation Time:
Wed, 20 Jul, 23:45 - 00:00 Malaysia Time (UTC +8)
Wed, 20 Jul, 17:45 - 18:00 Central European Time (UTC +1)
Wed, 20 Jul, 15:45 - 16:00 UTC
Wed, 20 Jul, 11:45 - 12:00 Eastern Time (UTC -5)
Session Co-Chairs:
Jun Li, Sun Yat-sen University and Yajing Yan, Université Savoie Mont Blanc
Session Manager:
Khe Kheng Kow
Presentation
Discussion
Resources
No resources available.
Session WE7.V7
WE7.V7.1: GRAPH LAPLACIAN REGULARIZED SPECTRAL-SPATIAL-SPARSE UNMIXING FOR HYPERSPECTRAL IMAGERY
Zhi Li, Ruyi Feng, Lizhe Wang, China University of Geosciences, China; Yichang Shi, Sun Yat-Sen University, China; Yanfei Zhong, Liangpei Zhang, Wuhan University, China; Tieyong Zeng, Chinese University of Hong Kong, China
WE7.V7.2: COMPUTATIONALLY-EFFICIENT BANDWISE GBM MODEL FOR HYPERSPECTRAL NONLINEAR UNMIXING
Touseef Ahmad, Rosly B Lyngdoh, Anand S Sahadevan, Praveen K Gupta, Arundhati Misra, Indian Space Research Organization, India; Soumyendu Raha, Indian Institute of Science Bangalore, India
WE7.V7.3: ASSESSING SEA-SNOT ACCUMULATION USING SPECTRAL MIXTURE ANALYSIS OF HYPERSPECTRAL PRISMA DATA
Gözdenur Keleşoğlu, Esra Erten, Istanbul Technical University, Turkey; Alp Ertürk, Kocaeli University, Turkey
WE7.V7.4: A NEW 3D CONVOLUTION NETWORK FOR HYPERSPECTRAL UNMIXING
Xuanwen Tao, Lirong Han, Zhaoyue Wu, Luis Ignacio Jiménez, Juan M. Haut, Javier Plaza, Antonio Plaza, University of Extremadura, Spain; Mercedes E. Paoletti, Complutense University of Madrid, Spain; Peng Ren, China University of Petroleum (East China), China
WE7.V7.5: SPATIAL GRAPH REGULARIZED NONNEGATIVE MATRIX FACTORIZATION FOR HYPERSPECTRAL UNMIXING
Hao Zhang, Lin Lei, Shaoquan Zhang, Min Huang, Fan Li, Chengzhi Deng, Shengqian Wang, Nanchang Institute of Technology, China
WE7.V7.6: ROBUST LINEAR UNMIXING FOR HYPERSPECTRAL REMOTE SENSING IMAGERY BASED ON ENHANCED CONSTRAINT OF CLASSIFICATION
Jinxue Chi, Xueji Shen, Haoyang Yu, Xiaodi Shang, Yimin Shi, Dalian Maritime University, China; Jocelyn Chanussot, Grenoble Institut polytechnique de Grenoble, France