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

Sittiporn - Kongsukho

Presentation information

[E] Oral

M (Multidisciplinary and Interdisciplinary) » M-TT Technology & Techniques

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

Sun. May 24, 2026 3:30 PM - 5:00 PM Exhibition Hall Special Setting (8) (Exhibition Hall 7&8, Makuhari Messe)

Chairperson: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)

4:45 PM - 5:00 PM

[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)

Keywords:Deep learning, Vision Transformers, Self-attention mechanism, Plutonic rocks, Photomicrography