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

Session:
Data Fusion: Hyperspectral and Lidar

Track:
Data Analysis Methods (Optical, Multispectral,Hyperspectral, SAR)

Presentation Time:
Fri, 2 Oct, 16:00-16:10 (UTC)
Sat, 3 Oct, 00:00-00:10 China Standard Time (UTC +8)
Fri, 2 Oct, 18:00-18:10 Central Europe Summer Time (UTC +2)
Fri, 2 Oct, 09:00-09:10 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

Presentation

Discussion

Resources

Session

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
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
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
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
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
FR2.R5.6: Probability fusion for Hyperspectral and LiDAR data
Chiru Ge, Shandong Normal University, China; Qian Du, Mississippi State University, United States
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
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
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
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
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