FRP1.PN.11
A Refined MobileNetV3-Based Network with Enhanced Feature Extraction and Fusion for SAR Sea Ice Segmentation
Jiande Zhang, QiLu Aerospace Information Research Institute, China; Wenyi Zhang, Aerospace Information Research Institute, Chinese Academy of Sciences, China; Xiao Zhou, QiLu Aerospace Information Research Institute, China; Xiaoyi Yin, Qingwei Chu, Aerospace Information Research Institute, Chinese Academy of Sciences, China; Shuo Hu, QiLu Aerospace Information Research Institute, China
Session:
FRP1.PN: Sea Ice I Poster
Track:
Cryosphere
Location:
Plaza Ballroom: Poster Area N
Presentation Time:
Friday, 8 August, 09:15 - 10:30
Session Chair:
Jordan Tucker, Stanford University
Session FRP1.PN
FRP1.PN.1: Comparison of multi-source satellite sea ice concentration products
Chengfei Jiang, Lijian Shi, Youguang Zhang, Mingsen Lin, National Satellite Ocean Application Service, China
FRP1.PN.2: Physical Information-Driven SAR Sea Ice Classification Based on Modified Reflection Symmetry Decomposition
Tianlang Lan, Tianjin University, China; Wentao An, National Satellite Ocean Application Service, China; Xiaofan Luo, Tianjin University, China; Chengfei Jiang, National Satellite Ocean Application Service, China
FRP1.PN.3: A High-Precision Identification Model for Sea Ice Leads in the Weddell Sea, Antarctica
Yueyun Wang, Bin He, Zhongnan Yan, Xiaoping Pang, Wuhan University, China
FRP1.PN.4: WAVE-ICE INTERACTION IN THE MARGINAL ICE ZONE: HF RADAR AS A TOOL TO RESOLVE COMPETING THEORIES
Stuart Anderson, University of Adelaide, Australia
FRP1.PN.5: GATED CONVOLUTIONAL FEED-FORWARD MODULE IN TRANSFORMERS FOR SEA ICE SEGMENTATION IN SAR IMAGERY
Mihail-Gabriel Botezatu, Nicolae-Catalin Ristea, Andrei Anghel, National University of Science and Technology Politehnica Bucharest, Romania; Alexis Mouche, Frédéric Nouguier, Antoine Grouazel, IFREMER, France; Mihai Datcu, National University of Science and Technology Politehnica Bucharest, Romania
FRP1.PN.6: FUSION OF LOW- AND HIGH-RESOLUTION OBSERVATIONS FOR SEA ICE MAPPING USING DEEP LEARNING
Sepideh Jalayer, Morteza Karimzadeh, University of Colorado Boulder, United States
FRP1.PN.7: SEMANTIC SEGMENTATION OF ARCTIC SEA ICE IN KOMPSAT-5 SAR IMAGERY USING RESNET-FPN AND POINTREND
Seung Hee Kim, Sungjae Lee, Hyun-Cheol Kim, Jeong-Won Park, Korea Polar Research Institute, Korea (South)
FRP1.PN.8: SEA ICE CLASSIFICATION OF FULLY POLARIMETRIC SAR IMAGES BASED ON SPACE ATTENTION ADAPTIVE U-NET
Wenyi Zhang, Fukun Jin, Xiaoyi Yin, Jiande Zhang, Qingwei Chu, Guangzuo Li, The Aerospace Information Research Institute under the Chinese Academy of Sciences, China
FRP1.PN.9: Sea ice properties manifestation in Ku-band radar signal at low incidence angles
Maria Panfilova, Vladimir Karaev, Institute of Applied Physics Russian Academy of Sciences, Russia
FRP1.PN.10: Retrieval of Vertical Sea Ice and Snow Temperature Profiles Using Machine Learning
Ji-Soo Kim, Sang-Moo Lee, Seoul National University, Korea (South)
FRP1.PN.11: A Refined MobileNetV3-Based Network with Enhanced Feature Extraction and Fusion for SAR Sea Ice Segmentation
Jiande Zhang, QiLu Aerospace Information Research Institute, China; Wenyi Zhang, Aerospace Information Research Institute, Chinese Academy of Sciences, China; Xiao Zhou, QiLu Aerospace Information Research Institute, China; Xiaoyi Yin, Qingwei Chu, Aerospace Information Research Institute, Chinese Academy of Sciences, China; Shuo Hu, QiLu Aerospace Information Research Institute, China
FRP1.PN.15: Sensitivity and Uncertainty Analysis of Snow Depth in Sea Ice Thickness Retrieval
Yijun Wang, Tiantian Feng, Junqiao Zhao, Tongji University, China
Resources