July 28 - August 2, 2019 • Yokohama, Japan

Pacifico Yokohama

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My IGARSS 2019 Schedule

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Session Detail

Session Title THP1.PF: Deep Learning Techniques
Presentation Mode Poster
Session Time Thursday, 01 August, 09:40 - 10:40
Location Room 501-502: Poster Area F
Session ChairBegüm Demir, Technische Universität Berlin
  THP1.PF.1: HIGH-ORDER SELF-ATTENTION NETWORK FOR REMOTE SENSING SCENE CLASSIFICATION
         Nanjun He; Hunan University
         Leyuan Fang; Hunan University
         Yi Li; Hunan University
         Antonio Plaza; University of Extremadura
  THP1.PF.2: FEATURE SPARSITY IN CONVOLUTIONAL NEURAL NETWORKS FOR SCENE CLASSIFICATION OF REMOTE SENSING IMAGE
         Wei Huang; Northwestern Polytechnical University
         Qi Wang; Northwestern Polytechnical University
         Xuelong Li; Northwestern Polytechnical University
  THP1.PF.3: A NOVEL DEEP FEATURE FUSION NETWORK FOR REMOTE SENSING SCENE CLASSIFICATION
         Yangyang Li; Xidian University
         Qi Wang; Xidian University
         Xiaoxu Liang; Xidian University
         Licheng Jiao; Xidian University
  THP1.PF.4: LEARNING DEEP NETWORKS UNDER NOISY LABELS FOR REMOTE SENSING IMAGE SCENE CLASSIFICATION
         Yansheng Li; Wuhan University
         Yongjun Zhang; Wuhan University
         Zhihui Zhu; Johns Hopkins University
  THP1.PF.5: FUSING DEEP LOCAL AND GLOBAL FEATURES FOR REMOTE SENSING IMAGE SCENE CLASSIFICATION
         Keli Yan; Northwestern Polytechnical University
         Shaohui Mei; Northwestern Polytechnical University
         Mingyang Ma; Northwestern Polytechnical University
         Feng Yan; Northwestern Polytechnical University
  THP1.PF.6: EXTRACTION OF A SPECIFIC LAND-COVER CLASS FROM VERY HIGH SPATIAL RESOLUTION IMAGERY USING POSITIVE AND UNLABELED LEARNING WITH CONVOLUTIONAL NEURAL NETWORKS
         Khelifa Djerriri; Centre des Techniques Spatiales
         Moussa Sofiane Karoui; Centre des Techniques Spatiales
         Reda Adjoudj; Djillali Liabes University
  THP1.PF.7: PERFORMANCE COMPARISON OF TWO POOLING STRATEGIES FOR REMOTE SENSING IMAGE SCENE CLASSIFICATION
         Maoxiong Wu; Northwestern Polytechnical University
         Gong Cheng; Northwestern Polytechnical University
         Xiwen Yao; Northwestern Polytechnical University
         Xiaoliang Qian; Northwestern Polytechnical University
         Junwei Han; Northwestern Polytechnical University
         Lei Guo; Northwestern Polytechnical University
  THP1.PF.8: SUPERVISED GENERATIVE ADVERSARIAL NETWORK BASED SAMPLE GENERATION FOR SCENE CLASSIFICATION
         Wei Han; China University of Geosciences
         Ruyi Feng; China University of Geosciences
         Lizhe Wang; China University of Geosciences
         Jia Chen; China University of Geosciences
  THP1.PF.9: MSPPF-NETS: A DEEP LEARNING ARCHITECTURE FOR REMOTE SENSING IMAGE CLASSIFICATION
         Rui Yang; Harbin Institute of Technology
         Yun Zhang; Harbin Institute of Technology
         Pengfei Zhao; Harbin Institute of Technology
         Zhenyuan Ji; Harbin Institute of Technology
         Weibo Deng; Harbin Institute of Technology
  THP1.PF.10: VERY HIGH RESOLUTION IMAGE SCENE CLASSIFICATION WITH CAPSULE NETWORK
         Souleyman Chaib; Centre des Techniques Spatiales
         Mohammed El Amin Larabi; Centre des Techniques Spatiales
         Yanfeng Gu; Harbin Institute of Technology
         Khadidja Bakhti; Centre des Techniques Spatiales
         Moussa Sofiane Karoui; Centre des Techniques Spatiales
  THP1.PF.11: LAND PRICE ASSESMENT BASED ON DEEP NEURAL NETWORK
         Ankai Hou; University of Electronic Science and Technology of China
         Jiaxi Liu; University of Electronic Science and Technology of China
         Yuxuan Tao; University of Electronic Science and Technology of China
         Shaobin Jiang; University of Electronic Science and Technology of China
         Kai Li; University of Electronic Science and Technology of China
         Zezhong Zheng; University of Electronic Science and Technology of China
         Jun Xia; Wuhan University
         Yong He; Sichuan Research Institute for Eco-system Restoration & Geo-disaster Prevention
         Mingcang Zhu; Department of Natural Resources of Sichuan Province
         Guoqing Zhou; Guilin University of Technology
         Hongsheng Zhang; Chinese University of Hong Kong
         Jiang Li; Old Dominion University
  THP1.PF.12: CLASSIFICATION PERFORMANCE EVALUATION OF DEEP LEARNING ARCHITECTURES FOR COMPLEX OBJECT BASED FACILITY RECOGNITION
         Krishna Karthik Gadiraju; North Carolina State University
         Bharathkumar Ramachandra; North Carolina State University
         Ranga Raju Vatsavai; North Carolina State University