인공지능 연구실 수정
김대열 교수
Machine Learning
Deep Learning
Computer vision applied deep learning applications
Non-Contact Vital Signal Estimation
Bio-signal Processing
발행물
전체 논문
75
1
Diffusion-Phys: noise-robust heart rate estimation from facial videos via diffusion models
Y.-H. Jeong, Y.-S. Choi
Biomedical Engineering Letters, 2025
2
Lightweight Pre-Trained Korean Language Model Based on Knowledge Distillation and Low-Rank Factorization
J.-H. Kim, Y.-S. Choi
Entropy, 2025
3
Exploring the Feasibility of Deep Learning for Predicting Lignin GC-MS Analysis Results Using TGA and FT-IR
M. Park, B. Um, S-H. Park, D-Y.Kim*
Polymers, 2025
4
A novel hybrid CNN-transformer model for arrhythmia detection without R-peak idenrification using stockwell transform
D.H Kim, K.R. Lee, D.S. Lim, K.H, Lee, J.S Lee, D.-Y. Kim*, C,-B, Sohn
Nature Scientific Reports, 2025
5
동적 시간 지연 인코딩 기반 멀티스케일 스파이크 신경망
박성수, 최영석
Journal of Biomedical Engineering Research, 2025
6
Spiking neural networks for physiological and speech signals: a review
S. S. Park, Y.-S. Choi
Biomedical Engineering Letters, 2024
7
Multiscale distribution entropy analysis of short epileptic EEG signals
D. H. Kim, J.-O. Park, D.-Y. Lee, Y.-S. Choi
Mathematical Biosciences and Engineering, 2024
8
Quantifying Heart Rate Variability Using Multiscale Fuzzy Dispersion Entropy
C.-M. Kim, Y.-S. Choi
IEEE Access, 2024
9
Detection of Ventricular Fibrillation Using Ensemble Empirical Mode Decomposition of ECG Signals
S. Oh, Y.-S. Choi
Electronics, 2024
10
개선된 YOLO11 접근을 통한 지상무기체계의 객체 탐지와 예측: PLZ-05 자주포의 작전운용 환경과 무인항공기 촬영의 가정을 초점으로
김대열, 류한율, 박민규
선진국방연구, 2024