Subpixel Classification of Floating Plastic Debris and Wood in Sentinel-2 Imagery Using Machine Learning

Ye Min Htay

Presentation information

[E] Oral

M (Multidisciplinary and Interdisciplinary) » M-IS Intersection

[M-IS07] Plastic Pollution: Interdisciplinary Challenges across Earth and Policy Sciences

Sun. May 24, 2026 1:45 PM - 3:15 PM 102 (International Conference Hall, Makuhari Messe)

Chairperson:Kako Shinichiro(Graduate School of Science and Engineering, Kagoshima University), Isobe Atsuhiko(Kyushu University, Research Institute for Applied Mechanics), Sasao Toshiaki(Ritsumeikan University), YAMAMOTO MASASHI(Kanagawa University), Takahashi Yukihiro(Department of Cosmosciences, Graduate School of Science, Hokkaido University)

2:30 PM - 2:45 PM

[MIS07-04] Subpixel Classification of Floating Plastic Debris and Wood in Sentinel-2 Imagery Using Machine Learning

*Ye Min Htay¹, Ahmad Shaqeer Mohamed Thaheer¹, Yukihiro Takahashi¹, Shinichiro Kako² (1. Hokkaido University, 2. Kagoshima University)

Keywords:Marine plastic pollution, Subpixel classification, Sentinel-2, Floating debris detection, Spectral unmixing

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