FRP1.PQ.9
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)
Session:
FRP1.PQ: Sea Ice I Poster
Track:
Cryosphere
Location:
Poster Area
Presentation Time:
Friday, 8 August, 09:15 - 10:30
Presentation
Discussion
Resources
No resources available.
Session FRP1.PQ
FRP1.PQ.1: MFGC-Net: Integrating Multiscale Features and Global Contexts to Achieve Multi-Task Sea Ice Fine Segmentation
Xinwei Chen, South China University of Technology, China; Linlin Xu, University of Calgary, Canada
FRP1.PQ.2: Comparison of multi-source satellite sea ice concentration products
Chengfei Jiang, Lijian Shi, Youguang Zhang, Mingsen Lin, National Satellite Ocean Application Service, China
FRP1.PQ.3: THREE-YEAR (2020-2022) REFERENCE SEA ICE CONCENTRATION DATASET FROM LANDSAT-8 IMAGERY AND ITS APPLICATION IN EVALUATING PASSIVE MICROWAVE-BASED SEA ICE CONCENTRATION
Sang-Moo Lee, Heesung Jung, Ji-Soo Kim, Seoul National University, Korea (South); Joo-Hong Kim, Korea Polar Research Institute, Korea (South)
FRP1.PQ.4: 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.PQ.5: 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.PQ.6: A FRAMEWORK FOR OBSERVING CHANGES IN SEA ICE DUE TO EXTRATROPICAL CYCLONES IN THE SOUTHERN OCEAN
Jordan Tucker, Dustin Schroeder, Earle Wilson, Stanford University, United States
FRP1.PQ.7: 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.PQ.8: 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.PQ.9: 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.PQ.10: SEA ICE CLASSIFICATION OF FULLY POLARIMETRIC SAR IMAGES BASED ON SPACE ATTENTION ADAPTIVE U-NET
Wenyi Zhang, Funkun Jin, Xiaoyi Yin, Jiande Zhang, Qingwei Chu, Guangzuo Li, The Aerospace Information Research Institute under the Chinese Academy of Sciences, China
FRP1.PQ.11: Research on the Technology of Monitoring Sea Ice Movement and Identifying Ice Leads
Bin He, Xiaoping Pang, Zhongnan Yan, Yueyun Wang, Wuhan University, China
Resources
No resources available.