2020 IEEE International Geoscience and Remote Sensing Symposium

September 26 - October 2, 2020 • Virtual Symposium

2020 IEEE International Geoscience and Remote Sensing Symposium

September 26 - October 2, 2020 • Virtual Symposium

FR1.R12: Unmixing and Anomaly Detection

Fri, 2 Oct, 12:00 - 14:00 (UTC)
Fri, 2 Oct, 20:00 - 22:00 China Standard Time (UTC +8)
Fri, 2 Oct, 14:00 - 16:00 Central Europe Summer Time (UTC +2)
Fri, 2 Oct, 05:00 - 07:00 Pacific Daylight Time (UTC -7)
Session Co-Chairs: Qian Du, Mississippi State University and Daniele Cerra, German Aerospace Center (DLR)
Session Managers: Abinash Silwal and Rosa Correa Pabón
Track: Data Analysis Methods (Optical, Multispectral,Hyperspectral, SAR)
12:00-12:10 (UTC)
20:00-20:10 (UTC +8)
14:00-14:10 (UTC +2)
05:00-05:10 (UTC -7)

FR1.R12.1: Cauchy NMF for Hyperspectral Unmixing
Jiangtao Peng, Fan Jiang, Hubei University, China; Weiwei Sun, Ningbo University, China; Yicong Zhou, University of Macau, China
12:10-12:20 (UTC)
20:10-20:20 (UTC +8)
14:10-14:20 (UTC +2)
05:10-05:20 (UTC -7)

FR1.R12.2: SEMI-AUTOMATIC FULLY SPARSE SEMANTIC MODELING FRAMEWORK FOR HYPERSPECTRAL UNMIXING
Linlin Wang, Qiqi Zhu, Wen Zeng, China University of Geosciences, China; Yanfei Zhong, Wuhan University, China; Qingfeng Guan, China University of Geosciences, China; Liangpei Zhang, Deren Li, Wuhan University, China
12:20-12:30 (UTC)
20:20-20:30 (UTC +8)
14:20-14:30 (UTC +2)
05:20-05:30 (UTC -7)

FR1.R12.3: SUPERPIXEL-BASED SPATIAL CONSTRAINTS SPARSE UNMIXING FOR HYPERSPECTRAL REMOTE SENSING IMAGERY
Hao Li, Ruyi Feng, Lizhe Wang, China University of Geosciences (Wuhan), China; Yanfei Zhong, Liangpei Zhang, Wuhan University, China
12:30-12:40 (UTC)
20:30-20:40 (UTC +8)
14:30-14:40 (UTC +2)
05:30-05:40 (UTC -7)

FR1.R12.4: Spatial-Spectral Autoencoder Networks for Hyperspectral Unmixing
Yongfa Huang, Jie Li, Lin Qi, Ying Wang, Xinbo Gao, Xidian University, China
12:40-12:50 (UTC)
20:40-20:50 (UTC +8)
14:40-14:50 (UTC +2)
05:40-05:50 (UTC -7)

FR1.R12.5: SEMI-SUPERVISED HYPERSPECTRAL UNMIXING WITH VERY DEEP CONVOLUTIONAL NEURAL NETWORKS
Jiayu Bai, Ruyi Feng, Lizhe Wang, Hao Li, Fengpeng Li, China University of Geosciences, China; Yanfei Zhong, Liangpei Zhang, Wuhan University, China
12:50-13:00 (UTC)
20:50-21:00 (UTC +8)
14:50-15:00 (UTC +2)
05:50-06:00 (UTC -7)

FR1.R12.6: HYPERSPECTRAL NONLINEAR UNMIXING VIA GENERATIVE ADVERSARIAL NETWORK
Maofeng Tang, Ying Qu, Hairong Qi, University of Tennessee, United States
13:00-13:10 (UTC)
21:00-21:10 (UTC +8)
15:00-15:10 (UTC +2)
06:00-06:10 (UTC -7)

FR1.R12.7: IMPROVING THE CLASSIFICATION IN SHADOWED AREAS USING NONLINEAR SPECTRAL UNMIXING
Guichen Zhang, Daniele Cerra, Rupert Mueller, German Aerospace Center, Germany
13:10-13:20 (UTC)
21:10-21:20 (UTC +8)
15:10-15:20 (UTC +2)
06:10-06:20 (UTC -7)

FR1.R12.8: A BACKGROUND REFINEMENT COLLABORATIVE REPRESENTATION METHOD WITH SALIENCY WEIGHT FOR HYPERSPECTRAL ANOMALY DETECTION
Zengfu Hou, Wei Li, Beijing Institute of Technology, China; Lianru Gao, Bing Zhang, Chinese Academy of Sciences, China; Pengge Ma, Junling Sun, Zhengzhou University of Aeronautics, China
13:20-13:30 (UTC)
21:20-21:30 (UTC +8)
15:20-15:30 (UTC +2)
06:20-06:30 (UTC -7)

FR1.R12.9: HYPERSPECTRAL ANOMALY DETECTION BASED ON ISOLATION FOREST WITH BAND CLUSTERING
Yuancheng Huang, Yuanyuan Xue, Yuanchao Su, Shanshan Han, Xi'an University of Science and Technology, China
13:30-13:40 (UTC)
21:30-21:40 (UTC +8)
15:30-15:40 (UTC +2)
06:30-06:40 (UTC -7)

FR1.R12.10: DISCRIMINATIVE SEMI-SUPERVISED GENERATIVE ADVERSARIAL NETWORK FOR HYPERSPECTRAL ANOMALY DETECTION
Tao Jiang, Weiying Xie, Yunsong Li, Xidian University, China; Qian Du, Mississippi State University, United States
13:40-13:50 (UTC)
21:40-21:50 (UTC +8)
15:40-15:50 (UTC +2)
06:40-06:50 (UTC -7)

FR1.R12.11: JOINT SPARSE REPRESENTATION AND MULTITASK LEARNING FOR HYPERSPECTRAL ANOMALY DETECTION
Yuxiang Zhang, Kai He, Yanni Dong, Ke Wu, Tao Chen, Institute of Geophysics and Geomatics, China University of Geosciences, China