17 - 22 July, 2022 • Physical: Kuala Lumpur Convention Centre (KLCC), Kuala Lumpur, Malaysia • Hybrid: Online Platform

Preserving Our Heritage, Enabling Our Future Through Remote Sensing

17 - 22 July, 2022 • Physical: Kuala Lumpur Convention Centre (KLCC), Kuala Lumpur, Malaysia • Hybrid: Online Platform

MO7.V5.5

EXPLORING SIMILARITY IN POLARIZATION: CONTRASTIVE LEARNING WITH SIAMESE NETWORKS FOR SHIP CLASSIFICATION IN SENTINEL-1 SAR IMAGES

Yin Xu, Cheng Cheng, Zenghui Zhang, Wenxian Yu, Shanghai Jiao Tong University, China; Weiwei Guo, Tongji University, China
Session:
Classification and Clustering III Oral Virtual
Track:
Data Analysis Methods (Optical, Multispectral,Hyperspectral, SAR)
Location:
Virtual Room 5
Presentation Time:
Tue, 19 Jul, 00:00 - 00:15 Malaysia Time (UTC +8)
Mon, 18 Jul, 18:00 - 18:15 Central European Time (UTC +1)
Mon, 18 Jul, 16:00 - 16:15 UTC
Mon, 18 Jul, 12:00 - 12:15 Eastern Time (UTC -5)
Session Chair:
Xudong Zhao, Beijing Institute of Technology
Session Manager:
Chiong Hieng Tiong
Presentation
Discussion
Resources
No resources available.
Session MO7.V5
MO7.V5.1: LEVELS OF SUPERVISION FOR OBJECT CLASSIFICATION IN OVERHEAD IMAGERY
Kristina Lawson, Nektaria Tryfona, Virginia Polytechnic Institute and State University, United States
MO7.V5.2: Multisource Remote Sensing Data Classification using Fractional Fourier Transformer
Xudong Zhao, Mengmeng Zhang, Ran Tao, Wei Li, Beijing Institute of Technology, China; Wenzhi Liao, Flemish Institute for Technological Research, Belgium; Wilfried Philips, Gent University, Belgium
MO7.V5.3: MULTI-SOURCE REMOTE SENSING DATA CROSS SCENE CLASSIFICATION BASED ON MULTI-GRAPH MATCHING
Mengmeng Zhang, Xudong Zhao, Wei Li, Yuxiang Zhang, Beijing Institute of Technology, China
MO7.V5.4: TIME-SERIES POLSAR CROP CLASSIFICATION BASED ON JOINT FEATURE EXTRACTION
Zhiyuan Lin, Qiang Yin, Yongsheng Zhou, Jun Ni, Fei Ma, Beijing University of Chemical Technology, China
MO7.V5.5: EXPLORING SIMILARITY IN POLARIZATION: CONTRASTIVE LEARNING WITH SIAMESE NETWORKS FOR SHIP CLASSIFICATION IN SENTINEL-1 SAR IMAGES
Yin Xu, Cheng Cheng, Zenghui Zhang, Wenxian Yu, Shanghai Jiao Tong University, China; Weiwei Guo, Tongji University, China
MO7.V5.6: MULTI-SCALE INTERACTIVE TRANSFORMER FOR REMOTE SENSING CROSS-MODAL IMAGE-TEXT RETRIEVAL
Yijing Wang, Jingjing Ma, Mingteng Li, Xu Tang, Licheng Jiao, Xidian University, China; Xiao Han, Geovis Spatial Technology Co.,Ltd, China