My IGARSS 2020 Schedule

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Session Detail

Session Title TU1.R6: Advanced Learning Methods for Hyperspectral Classification
Presentation Mode Virtual
Session Time Tue, 29 Sep, 12:00 - 14:00 UTC
Tue, 29 Sep, 20:00 - 22:00 China Standard Time (UTC +8)
Tue, 29 Sep, 14:00 - 16:00 Central Europe Time (UTC +2)
Tue, 29 Sep, 05:00 - 07:00 Pacific Daylight Time (UTC -7)
Session ChairsLicheng Jiao, Xidian University and Danfeng Hong, DLR

TU1.R6.2: HYPERSPECTRAL CLASSIFICATION USING LOW RANK AND SPARSITY MATRICES DECOMPOSITION
         Hongju Cao; Dalian Maritime University
         Xiaodi Shang; Dalian Maritime University
         Chunyan Yu; Dalian Maritime University
         Meiping Song; Dalian Maritime University
         Chein-I Chang; Dalian Maritime University

TU1.R6.3: MULTIFRACTAL PARAMETERS FOR CLASSIFICATION OF HYPERSPECTRAL DATA
         Michał Krupiński; Centrum Badań Kosmicznych Polskiej Akademii Nauk
         Anna Wawrzaszek; Centrum Badań Kosmicznych Polskiej Akademii Nauk
         Wojciech Drzewiecki; AGH University of Science and Technology
         Małgorzata Jenerowicz; Centrum Badań Kosmicznych Polskiej Akademii Nauk
         Sebastian Aleksandrowicz; Centrum Badań Kosmicznych Polskiej Akademii Nauk

TU1.R6.4: SPECTRAL-SPATIAL FEATURE EXTRACTION BASED CNN FOR HYPERSPECTRAL IMAGE CLASSIFICATION
         Yinghui Quan; School of Electronic Engineering, Xidian University
         Shuxian Dong; School of Electronic Engineering, Xidian University
         Wei Feng; School of Electronic Engineering, Xidian University
         Gabriel Dauphin; L2TI, Institut Galilée, University Paris XIII
         Guoping Zhao; Shaan Xi Academy of Forestry
         Yong Wang; School of Electronic Engineering, Xidian University
         Mengdao Xing; Xidian University

TU1.R6.5: FEATURE SEPARATION BASED ROTATION FOREST FOR HYPERSPECTRAL IMAGE CLASSIFICATION
         Wei Feng; School of Electronic Engineering, Xidian University
         Yinghui Quan; School of Electronic Engineering, Xidian University
         Gabriel Dauphin; L2TI, Institut Galilée, University Paris XIII
         Puxia Wu; Shaanxi Academy of Forestry
         Bowen Bie; School of Electronic Engineering, Xidian University
         Yingping Tong; Xidian University
         Xiaoguang Yuan; Xidian University
         Jing Li; Xidian University
         Mengdao Xing; Xidian University

TU1.R6.6: HYPERSPECTRAL IMAGE CLASSIFICATION USING FISHER’S LINEAR DISCRIMINANT ANALYSIS FEATURE REDUCTION WITH GABOR FILTERING AND CNN
         Meilun Zhou; Mississippi State University
         Sathishkumar Samiappan; Mississippi State University
         Ethan Worch; Mississippi State University
         John E. Ball; Mississippi State University

TU1.R6.7: A NEW HYPERSPECTRAL CLASSIFICATION METHOD BASED ON NON-SUBSAMPLED CONTOURLET TRANSFORM (NSCT) AND DEEP NEURAL NETWORK
         Jing Bai; Xidian University
         Wentao Yu; Xidian University
         Huaji Zhou; Xidian University
         Zhu Xiao; Hunan University
         Yonggang Wang; Xidian University

TU1.R6.8: DEEP SELF-SUPERVISED LEARNING FOR FEW-SHOT HYPERSPECTRAL IMAGE CLASSIFICATION.
         Yu Li; Northwestern Polytechnical University
         Lei Zhang; Northwestern Polytechnical University
         Wei Wei; Northwestern Polytechnical University
         Yanning Zhang; Northwestern Polytechnical University

TU1.R6.9: DECOUPLED NETWORK WITH ACTIVE LEARNING STRATEGY FOR HYPERSPECTRAL IMAGE CLASSIFICATION
         Jing Bai; Xidian University
         Anran Yuan; Xidian University
         Wentao Yu; Xidian University
         Dingchen Wang; Xi'an Jiaotong University
         Fan Zhang; Xidian University

TU1.R6.10: PARTICLE SWARM OPTIMIZATION BASED DEEP LEARNING ARCHITECTURE SEARCH FOR HYPERSPECTRAL IMAGE CLASSIFICATION
         Chaochao Zhang; China University of Geosciences
         Xiaobo Liu; China University of Geosciences
         Guangjun Wang; China University of Geosciences
         Zhihua Cai; China University of Geosciences

TU1.R6.11: SPECTRAL-SPATIAL CLASSIFICATION OF HYPERSPECTRAL IMAGE USING PCA AND GABOR FILTERING
         Qingyu Yan; Harbin Institute of Technology
         Junping Zhang; Harbin Institute of Technology
         Jia Feng; Harbin Institute of Technology

TU1.R6.12: MULTI-GPU PARALLEL IMPLEMENTATION OF SPATIAL-SPECTRAL KERNEL SPARSE REPRESENTATION FOR HYPERSPECTRAL IMAGE CLASSIFICATION
         Weishi Deng; Nanjing University of Science and Technology
         Zebin Wu; Nanjing University of Science and Technology
         Haoyang Ma; Nanjing University of Posts and Telecommunications
         Qicong Wang; Nanjing University of Science and Technology
         Jin Sun; Nanjing University of Science and Technology
         Yang Xu; Nanjing University of Science and Technology
         Jiandong Yang; China Satellite Maritime Tracking and Control Department
         Zhihui Wei; Nanjing University of Science and Technology
         Hongyi Liu; Nanjing University of Science and Technology