TUP.P8.5

«LOW SUPERVISION» DEEP CLUSTER CHANGE DETECTION (CDCLUSTER) ON REMOTE SENSING RGB DATA: TOWARDS THE UNSUPERVISING CLUSTERING FRAMEWORK

Guglielmo Fernandez Garcia, Université Rennes 2, France; Iris de Gelis, Magelium, France; Thomas Corpetti, Université Rennes 2, France; Sébastien Lefèvre, Université Bretagne Sud, France; Arnaud Le Bris, Institut Géographique National, France
Session:
TUP.P8: Deep Learning for Change Detection Poster
Track:
Data Analysis
Location:
Poster Area 8
Presentation Time:
Tue, 18 Jul, 14:15 - 15:45 Pacific Time (UTC -8)
Session Chair:
Fabio Pacifici, Maxar Technologies
Session Managers:
Ge Jiang and Lanying Wang and Ayoti Banerjee and Shubham Awasthi
Presentation
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Discussion
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Resources
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Session TUP.P8
TUP.P8.1: A SIAMESE DIFFERENTIAL NETWORK WITH GLOBAL CONTEXT ENHANCEMENT FOR BITEMPORAL REMOTE SENSING IMAGES CHANGE DETECTION
Wen Wang, Zhejiang Lab, China; Bingqing Hong, Beijing Huahang Radio Measurement Institute, China
TUP.P8.2: SRNET: SIAMESE RESIDUAL NETWORK FOR REMOTE SENSING CHANGE DETECTION
Yue Yang, Tao Chen, School of Geophysics and Geomatics, China University of Geosciences, Wuhan 430074, China, China; Jun Li, China University of Geosciences, China University of Geosciences, Wuhan 430074, China, China
TUP.P8.3: A SIAMESE NETWORK FOR SEMANTIC CHANGE DETECTION BASED ON MULTISCALE CONTEXT FUSION
Chang Li, Rongfang Wang, Jia-Wei Chen, Xidian University, China; Chunlei Huo, Chinese Academy of Sciences, China; Yi Niu, Changzhe Jiao, Xidian University, China
TUP.P8.5: «LOW SUPERVISION» DEEP CLUSTER CHANGE DETECTION (CDCLUSTER) ON REMOTE SENSING RGB DATA: TOWARDS THE UNSUPERVISING CLUSTERING FRAMEWORK
Guglielmo Fernandez Garcia, Université Rennes 2, France; Iris de Gelis, Magelium, France; Thomas Corpetti, Université Rennes 2, France; Sébastien Lefèvre, Université Bretagne Sud, France; Arnaud Le Bris, Institut Géographique National, France
TUP.P8.6: QUANTITATIVE MEASUREMENT OF THE IMPACT OF FIVE DEGRADATIONS ON DEEP LEARNING DETECTION OF AIRCRAFT IN MEDIUM-RESOLUTION SATELLITE IMAGERY
Arash Abadpour, Chris Rampersad, EarthDaily Analytics, Canada
TUP.P8.7: SWIN RESNET: SWIN TRANSFORMERS FOR CHANGE DETECTION IN REMOTE SENSING IMAGES
Xu Liu, Yu Liu, Licheng Jiao, Lingling Li, Fang Liu, Dan Zhang, xidian university, China
TUP.P8.8: EMS-NET: EFFICIENT MULTI-TEMPORAL SELF-ATTENTION FOR HYPERSPECTRAL CHANGE DETECTION
Meiqi Hu, Chen Wu, Bo Du, Wuhan University, China
Resources
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