Riku Yamamoto
PhD Student
Department of Creative Informatics
Kyushu Institute of Technology
I am a Ph.D. student at Kyushu Institute of Technology, working on machine learning for facial expression recognition (FER) and internal state estimation (drowsiness, arousal). My research focuses on overcoming real-world bottlenecks such as data scarcity and individual differences, with a particular interest in zero-shot compound expression estimation and identity-robust contrastive learning.
Research Interests
Awards & Honors
Recent Publications
Zero-Shot Estimation of Compound Emotional Expressions from Facial Images Using Only Basic Emotional Expression Features
· 2026
DOI: 10.1007/978-981-95-4395-3_13顔の個人差を抑制する対照学習表現による内部状態推定
山本陸, 武村紀子
第29回 画像の認識・理解シンポジウム (MIRU2026) · 2026
EMMA: EMotion Mixing Algorithm for Compound Expression Recognition Using Angle-Based Metric Learning
· 2025
DOI: 10.1007/978-981-96-2644-1_11