<strong>Vision Transformer-Based Sea Surface Wind Field Retrieval from SAR Imagery in Taiwan’s Offshore Waters</strong>

De-Ming Wang

講演情報

[E] 口頭発表

セッション記号 A (大気水圏科学) » A-TT 計測技術・研究手法

[A-TT49] Machine Learning Techniques in Weather, Climate, Ocean, Hydrology and Disease Predictions

2026年5月27日(水) 15:30 〜 17:00 101 (幕張メッセ国際会議場)

座長:Martineau Patrick(Japan Agency for Marine-Earth Science and Technology)、Jayanthi Venkata Ratnam(Application Laboratory, JAMSTEC)

16:30 〜 16:45

[ATT49-11] Vision Transformer-Based Sea Surface Wind Field Retrieval from SAR Imagery in Taiwan’s Offshore Waters

*De-Ming Wang¹, Chiung-Shen Ku², Yunung Nina Lin³, Chian-Yi Liu⁴ (1. Department of Electrical Engineering, National Taiwan University, 2. Institute of Aerospace and Systems Engineering, National Taipei University of Technology, 3. Institute of Earth Sciences, Academia Sinica, 4. Research Center for Environmental Changes, Academia Sinica)

キーワード：Synthetic Aperture Radar (SAR), Vision Transformer (ViT), Sea Surface Wind Field (SSWF), Deep Learning