B.S., Kwangwoon University (2017.03 ~ 2023.02)
M.S./Ph.D. integrated course, Kwangwoon University (2023.03 ~ Present)
Non-contact Vital Signal Estimation
Biosignal Processing
Machine Learning
Graph Neural Network (GNN)
C.-M. Kim and Y.-S. Choi, "Quantifying Heart Rate Variability Using Multiscale Fuzzy Dispersion Entropy," IEEE Access, vol. 12, p. 31066 - 31077, Feb. 2024. <Link>
C.-M. Kim and Y.-S. Choi, "Graph Convolution Network Based 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.
C.-M. Kim and Y.-S. Choi, "Facial Video-based Remote Photoplethysmography Signal Estimation with Vision Transformer," IEEE International Conference on Consumer Electronics-Asia (ICCE-Asia), Oct. 2023. <Link>
C.-M. Kim and Y.-S. Choi, "Multiscale Fuzzy Dispersion Entropy for Heart rate variability analysis," Summer Annual Conference of IEIE, July. 2022.
그래프 컨볼루션 네트워크 기반 얼굴 영상을 활용한 심박수 추정 방법
(Graph Convolution Network Based Heart Rate Estimation Method using Facial Videos)
최영석, 김채민, 출원번호: 10-2024-0165266, 출원일자: 2024.11.19
심박 변이율 분석을 위한 멀티스케일 퍼지 분산 엔트로피 제공 방법
(Method for providing multiscale fuzzy dispersion entropy for Heart Rate Variability analysis)
최영석, 김채민, 출원번호: 10-2023-0152950, 출원일자: 2023.11.07