MO1.R11: Applied Deep Learning Applications in Remote Sensing Data Analysis
Mon, 17 Jul, 13:00 - 14:15 Pacific Time (UTC -7)
Location: Room 106
Session Type: Oral
Session Co-Chairs: Yang-Lang Chang, National Taipei University of Technology and Chih-Chang Yu, Chung Yuan Christian University
Session Manager: Lanying Wang
Track: Community-Contributed Sessions
Mon, 17 Jul, 13:00 - 13:12 Pacific Time (UTC -7)

MO1.R11.1: APPLICATION OF SENTINEL-1 AND DEM DATA TO SHORELINE DETECTION BASED ON U-NET METHOD

Lena Chang, Yi-Ting Chen, Kai-Yu Hsiao, National Taiwan Ocean University, Taiwan; Meng-Che Wu, Taiwan Space Agency, Taiwan; Yang-Lang Chang, National Taipei University of Technology, Taiwan
Mon, 17 Jul, 13:12 - 13:24 Pacific Time (UTC -7)

MO1.R11.2: A DEEP CONVOLUTIONAL NEURAL NETWORK FOR BUILDING DAMAGE EVALUATION FROM SATELLITE IMAGES

Jau-Lang Su, Chia-Cheng Yeh, National Science and Technology Center for Disaster Reduction, Taiwan; Mohammad Alkhaleefah, National Taipei University of Technology, Taiwan; Lena Chang, National Taiwan Ocean University, Taiwan; Yang-Lang Chang, National Taipei University of Technology, Taiwan; ,
Mon, 17 Jul, 13:24 - 13:36 Pacific Time (UTC -7)

MO1.R11.3: INCREMENTED SCENE CLASSIFICATION ON SATELLITE IMAGERY USING FEATURE MAP DISTILLATION AND CLASSIFIER DISCREPANCY

Chih-Chang Yu, Tzu-Ying Chen, Chung Yuan Christian University, Taiwan; Hsu-Yung Cheng, National Central University, Taiwan
Mon, 17 Jul, 13:36 - 13:48 Pacific Time (UTC -7)

MO1.R11.4: A TRANSFORMER-BASED NETWORK USING CLIP FEATURES AND MASK TOKENS FOR REMOTE SENSING IMAGE CAPTIONING

Qiaoling Lin, Xiutiao Ye, Ruixuan Wang, Dou Quan, Yanhe Guo, Yu Gu, Shuang Wang, Key Laboratory of Intelligent Perception and Image Understanding of Ministry of Education of China, Xidian University, China
Mon, 17 Jul, 13:48 - 14:00 Pacific Time (UTC -7)

MO1.R11.5: SEN2DWATER: A NOVEL MULTISPECTRAL AND MULTITEMPORAL DATASET AND DEEP LEARNING BENCHMARK FOR WATER RESOURCES ANALYSIS

Francesco Mauro, University of Sannio, Italy; Benjamin Rich, Veronica Wairimu Muriga, Massachusetts Institute of Technology (MIT), United States; Fjoralba Janku, University of Sannio, Italy; Alessandro Sebastianelli, European Space Agency (ESA), Italy; Silvia Liberata Ullo, University of Sannio, Italy
Mon, 17 Jul, 14:00 - 14:15 Pacific Time (UTC -7)

MO1.R11.D: Discussion