<strong>Explainable Novel Vision Transformer Architecture for Automatic Classification of Plutonic Rocks</strong>

Sittiporn - Kongsukho

講演情報

[E] 口頭発表

セッション記号 M (領域外・複数領域) » M-TT 計測技術・研究手法

[M-TT45] Artificial Intelligence in Earth and Environmental sciences

2026年5月24日(日) 15:30 〜 17:00 展示場特設会場 (8) (幕張メッセ国際展示場 7・8ホール)

座長:Kondrashov A Dmitri(University of California Los Angeles)、Richter Ingo(JAMSTEC Japan Agency for Marine-Earth Science and Technology)、Krinitskiy Mikhail(Shirshov Institute of Oceanology, Russian Academy of Sciences)

16:45 〜 17:00

[MTT45-12] Explainable Novel Vision Transformer Architecture for Automatic Classification of Plutonic Rocks

*Sittiporn - Kongsukho¹, Warunee Maneerat², Narihiro Owada³, Tsuyoshi Adachi³, Peerapon Vateekul⁴, Chakkaphan Sutthirat¹ (1. Department of Geology, Faculty of Science, Chulalongkorn University, Bangkok 10330, Thailand, 2. Department of Mineral Resources, Rama VI Road, Rhayathai, Ratchathewi, Bangkok 10400, Thailand, 3. Faculty of International Resource Sciences, Akita University, 1-1 Tegata Gakuen-mechi, Akita 010-852, Japan, 4. Department of Computer Engineering, Faculty of Engineering, Chulalongkorn University, Bangkok 1033, Thailand)

キーワード：Deep learning, Vision Transformers, Self-attention mechanism, Plutonic rocks, Photomicrography