FR1.R17: Machine Learning for Multitemporal Image Analysis

Fri, 2 Oct, 12:00 - 14:00 (UTC)
Fri, 2 Oct, 20:00 - 22:00 China Standard Time (UTC +8)
Fri, 2 Oct, 14:00 - 16:00 Central Europe Summer Time (UTC +2)
Fri, 2 Oct, 05:00 - 07:00 Pacific Daylight Time (UTC -7)
Session Co-Chairs: Flavien Vernier, University Savoie Mont Blanc and Saloua Chlaily, University of Tromso, Norway
Session Managers: Vasala Saicharan and Mohammad Al-Khaldi
Track: Data Analysis Methods (Optical, Multispectral,Hyperspectral, SAR)
12:00-12:10 (UTC)
20:00-20:10 (UTC +8)
14:00-14:10 (UTC +2)
05:00-05:10 (UTC -7)

FR1.R17.1: S2-cGAN: Self-Supervised Adversarial Representation Learning for Binary Change Detection in Multispectral Images

Jose Luis Holgado Alvarez, Mahdyar Ravanbakhsh, Begüm Demir, TU Berlin, Germany
12:10-12:20 (UTC)
20:10-20:20 (UTC +8)
14:10-14:20 (UTC +2)
05:10-05:20 (UTC -7)

FR1.R17.2: FLOOD MAPPING WITH SAR AND MULTI-SPECTRAL REMOTE SENSING IMAGES BASED ON WEIGHTED EVIDENTIAL FUSION

Xi Chen, Yaokui Cui, Peking University, China; Changjun Wen, Mingxuan Zheng, Yuan Gao, Ministry of Civil Affairs of the People's Republic of China, China; Jing Li, Beijing Normal University, China
12:20-12:30 (UTC)
20:20-20:30 (UTC +8)
14:20-14:30 (UTC +2)
05:20-05:30 (UTC -7)

FR1.R17.3: A GPU ACCELERATED CONTOURLET METHOD FOR DETECTING CHANGES DUE TO FIRE USING REMOTE SENSING

Rizwan Ahmed Ansari, North Carolina Central University, United States; Winnie Thomas, Indian Institute of Technology Bombay, India; Rakesh Malhotra, North Carolina Central University, United States; Krishna Mohan Buddhiraju, Indian Institute of Technology Bombay, India
12:30-12:40 (UTC)
20:30-20:40 (UTC +8)
14:30-14:40 (UTC +2)
05:30-05:40 (UTC -7)

FR1.R17.4: HYPERSPECTRAL IMAGE CHANGE DETECTION BY SELF-SUPERVISED TENSOR NETWORK

Feng Zhou, Zhao Chen, Donghua University, China
12:40-12:50 (UTC)
20:40-20:50 (UTC +8)
14:40-14:50 (UTC +2)
05:40-05:50 (UTC -7)

FR1.R17.5: CHANGE DETECTION NETWORK OF NEARSHORE SHIPS FOR MULTI-TEMPORAL OPTICAL REMOTE SENSING IMAGES

Jingyi Cao, Yanan You, Yuanyong Ning, Wenli Zhou, Beijing University of Posts and Telecommunications, China
12:50-13:00 (UTC)
20:50-21:00 (UTC +8)
14:50-15:00 (UTC +2)
05:50-06:00 (UTC -7)

FR1.R17.6: GEOSOT GRID REMOTE SENSING INTELLIGENT INTERPRETATION MODEL BASED ON FINE-TUNING RESNET-18: A CASE STUDY OF CONSTRUCTION LAND

Daoye Zhu, Yi Yang, Weixin Zhai, Fuhu Ren, Chengqi Cheng, Peking University, China; Min Huang, Wuhan University, China
13:00-13:10 (UTC)
21:00-21:10 (UTC +8)
15:00-15:10 (UTC +2)
06:00-06:10 (UTC -7)

FR1.R17.8: CHANGE OF GLACIAL LAKE IN KARAKORAM RANGE

Fan Mou, Danyang Wang, Jiaxi Liu, Zezhong Zheng, University of Electronic Science and Technology of China, China; Liming Jiang, Chinese Academy of Sciences, China; Guoqing Zhou, Guilin University of Technology, China; Fangrong Zhou, Yunnan Power Grid Co., Ltd., China
13:10-13:20 (UTC)
21:10-21:20 (UTC +8)
15:10-15:20 (UTC +2)
06:10-06:20 (UTC -7)

FR1.R17.9: SIAMESE GENERATIVE ADVERSARIAL NETWORK FOR CHANGE DETECTION UNDER DIFFERENT SCALES

Mengxi Liu, Qian Shi, Penghua Liu, Cheng Wan, Sun Yat-sen University, China
13:20-13:30 (UTC)
21:20-21:30 (UTC +8)
15:20-15:30 (UTC +2)
06:20-06:30 (UTC -7)

FR1.R17.10: A DEEP GENERALIZED CORRELATION NETWORK FOR BITEMPORAL IMAGE CHANGE DETECTION

Rongfang Wang, Weidong Wang, Jia-Wei Chen, Licheng Jiao, Hongxia Hao, Xidian University, China
13:30-13:40 (UTC)
21:30-21:40 (UTC +8)
15:30-15:40 (UTC +2)
06:30-06:40 (UTC -7)

FR1.R17.11: A LIGHTWEIGHT CONVOLUTIONAL NEURAL NETWORK FOR BITEMPORAL IMAGE CHANGE DETECTION

Rongfang Wang, Fan Ding, Jia-Wei Chen, Licheng Jiao, Liang Wang, Xidian University, China
13:40-13:50 (UTC)
21:40-21:50 (UTC +8)
15:40-15:50 (UTC +2)
06:40-06:50 (UTC -7)

FR1.R17.12: PROPAGATED UNCERTAINTY FOR HORIZONTAL GROUND MOTION DERIVED FROM MULTI-TEMPORAL DIGITAL ELEVATION MODELS

Preston Hartzell, Craig Glennie, University of Houston, United States