| 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 Chair | Begüm 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 |