B.E., Kwangwoon University (2016.03 ~ 2023.02)
Non-contact Vital Signal Estimation
Natural Language Processing (NLP)
S. H. Jho, D. H. Kim, J. H. Son, and Y.-S. Choi, "Physiology-Aware Multi-Branch Network for Fully Contactless Blood Pressure Estimation via Facial Remote Pulse Transit Time, " International Joint Conference on Neural Networks (IJCNN), 2026.
J. H. Son and Y-S Choi, "Non‑Contact Blood Pressure Estimation from Face Videos via Physiology‑Aware Contrastive Learning," The IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2026.
J.H. Son and Y.-S. Choi, "Dual-Path Periodic Transformer for Enhancing rPPG Estimation," The 40th International Technical Conference on Cricuit/Systems, Computers and Communications (ITC-CSCC), Jul, 2025.
J.H. Son and Y.-S. Choi, "Spatiotemporal Information-Based Transformer for Non-contact Heart Rate Estimation Using Facial Videos," Summer Annual Conference of IEIE, Jun. 2024.
D. H. Kim, M. S. Lee, D. H. Lee, C.-M. Kim, S. S. Park, J.H. Son, Y.-S. Choi, et al., "Emotion Recognition based on Multimodal Graph Representation Learning of Senior Utterance," Summer Annual Conference of KOSOMBE, May. 2024.
얼굴 영상의 시공간 정보 활용 Transformer 기반 비접촉식 심박수 추정 시스템
(Non-contact Heart Rate Estimation System with Temporal and Spatial Transformer of Facial Video)
최영석, 손재혁, 출원번호: 10-2024-0165318, 출원일자: 2024.11.19