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

FR2.R5: Data Fusion: Hyperspectral and Lidar

Fri, 2 Oct, 14:30 - 16:30 (UTC)
Fri, 2 Oct, 22:30 - 00:30 China Standard Time (UTC +8)
Fri, 2 Oct, 16:30 - 18:30 Central Europe Summer Time (UTC +2)
Fri, 2 Oct, 07:30 - 09:30 Pacific Daylight Time (UTC -7)
Session Co-Chairs: Lorenzo Bruzzone, University of Trento and Pedram Ghamisi, Helmholtz Institute Freiberg for Resource Technology, Helmholtz-Zentrum Dresden-Rossendorf
Session Managers: Seda Özarpacı and Narayana Rao Bhogapurapu
Track: Data Analysis Methods (Optical, Multispectral,Hyperspectral, SAR)
14:30-14:40 (UTC)
22:30-22:40 (UTC +8)
16:30-16:40 (UTC +2)
07:30-07:40 (UTC -7)

FR2.R5.1: DENSIFICATION OF AIRBORNE LIDAR POINT CLOUD WITH FUSED ENCODER-DECODER NETWORKS
Weimin Wang, National Institute of Advanced Industrial Science and Technology (AIST), Japan; Poliyapram Vinayaraj, AIST-Tokyo Tech Real World Big-Data Computation Open Innovation Laboratory (RWBC-OIL), Japan; Ryosuke Nakamura, National Institute of Advanced Industrial Science and Technology (AIST), Japan
14:40-14:50 (UTC)
22:40-22:50 (UTC +8)
16:40-16:50 (UTC +2)
07:40-07:50 (UTC -7)

FR2.R5.2: FUSION OF MULTISPECTRAL LIDAR AND HYPERSPECTRAL IMAGERY
Behnood Rasti, Helmholtz Institute Freiberg for Resource Technology, Helmholtz-Zentrum Dresden-Rossendorf (HZDR), Germany; Pedram Ghamisi, Helmholtz Institute Freiberg for Resource Technology, Helmholtz-Zentrum Dresden-Rossendorf, Germany; Richard Gloaguen, Helmholtz Institute Freiberg for Resource Technology, Helmholtz-Zentrum Dresden-Rossendorf (HZDR), Germany
14:50-15:00 (UTC)
22:50-23:00 (UTC +8)
16:50-17:00 (UTC +2)
07:50-08:00 (UTC -7)

FR2.R5.3: DEEP INTRA FUSION FOR HYPERSPECTRAL IMAGE SUPER-RESOLUTION
Jing Hu, Huilin Chen, Minghua Zhao, Xi'an University of Technology, China; Yunsong Li, Xidian University, China
15:00-15:10 (UTC)
23:00-23:10 (UTC +8)
17:00-17:10 (UTC +2)
08:00-08:10 (UTC -7)

FR2.R5.4: COMBINED THE DATA-DRIVEN WITH MODEL-DRIVEN STRAGEGY: A NOVEL FRAMEWORK FOR MIXED NOISE REMOVAL IN HYPERSPECTRAL IMAGE
Qiang Zhang, Wuhan University, China; Fujun Sun, Beijing Electro-mechanical Engineering Institute, China; Qiangqiang Yuan, Jie Li, Huanfeng Shen, Liangpei Zhang, Wuhan University, China
15:10-15:20 (UTC)
23:10-23:20 (UTC +8)
17:10-17:20 (UTC +2)
08:10-08:20 (UTC -7)

FR2.R5.5: DEEP RESIDUAL SPATIAL ATTENTION NETWORK FOR HYPERSPECTRAL PANSHARPENING
Yuxuan Zheng, Jiaojiao Li, Yunsong Li, Yanzi Shi, Jiahui Qu, State Key Laboratory of Integrated Service Networks, Xidian University, China
15:20-15:30 (UTC)
23:20-23:30 (UTC +8)
17:20-17:30 (UTC +2)
08:20-08:30 (UTC -7)

FR2.R5.6: Probability fusion for Hyperspectral and LiDAR data
Chiru Ge, Shandong Normal University, China; Qian Du, Mississippi State University, United States
15:30-15:40 (UTC)
23:30-23:40 (UTC +8)
17:30-17:40 (UTC +2)
08:30-08:40 (UTC -7)

FR2.R5.7: CNN-BASED TREE SPECIES CLASSIFICATION USING AIRBORNE LIDAR DATA AND HIGH-RESOLUTION SATELLITE IMAGE
Hui Li, Aerospace Information Research Institute, China; Baoxin Hu, Qian Li, York University, Canada; Linhai Jing, Aerospace Information Research Institute, China
15:40-15:50 (UTC)
23:40-23:50 (UTC +8)
17:40-17:50 (UTC +2)
08:40-08:50 (UTC -7)

FR2.R5.8: HYPERSPECTRAL AND MULTISPECTRAL IMAGE FUSION USING NON-CONVEX RELAXATION LOW RANK AND TOTAL VARIATION REGULARIZATION
Yue Yuan, Wang Qi, Xuelong Li, Northwestern Polytechnical University, China
15:50-16:00 (UTC)
23:50-00:00 (UTC +8)
17:50-18:00 (UTC +2)
08:50-09:00 (UTC -7)

FR2.R5.9: Data-driven and Model-driven Spectral Superresolution Algorithms: Combination, Analysis and Application for Classification
Jiang He, Jie Li, Qiangqiang Yuan, Wuhan University, China
16:00-16:10 (UTC)
00:00-00:10 (UTC +8)
18:00-18:10 (UTC +2)
09:00-09:10 (UTC -7)

FR2.R5.10: Locally Linear Reconstruction for Spectral Enhancement Using Limited Pixel-to-Pixel Multispectral and Hyperspectral Data
Danfeng Hong, Jing Yao, German Aerospace Center (DLR), Germany; Renlong Hang, Nanjing University of Information Science and Technology, China; Jocelyn Chanussot, Univ. Grenoble Alpes,INRIA, CNRS, Grenoble INP, LJK, France
16:10-16:20 (UTC)
00:10-00:20 (UTC +8)
18:10-18:20 (UTC +2)
09:10-09:20 (UTC -7)

FR2.R5.11: TOTAL NUCLEAR NORMS OF GRADIENTS FOR HYPERSPECTRAL IMAGE PANSHARPENING
Ryota Yuzuriha, Ryuji Kurihara, University of Kitakyushu, Japan; Ryo Matsuoka, Kyushu Institute of Technology, Japan; Masahiro Okuda, University of Kitakyushu, Japan