3 papers
cs.CV2026
MS-rPPG: Multi-spectral State Space Model for Remote Photoplethysmography in Driver Monitoring Systems
Jiho Choi, Sang Jun Lee
Remote photoplethysmography (rPPG) is a camera-based technique for measuring physiological signals, particularly cardiac activity. From the remotely measured signals, heart rate ca…
cs.CV2026
Periodic-MAE: Periodic Video Masked Autoencoder for rPPG Estimation
Jiho Choi, Sang Jun Lee
In this paper, we propose Periodic-MAE, a self-supervised framework for learning generalizable spatio-temporal representations of periodic physiological signals from unlabeled faci…
cs.CV2026
Weighted Knowledge Distillation for Semi-Supervised Segmentation of Maxillary Sinus in Panoramic X-ray Images
Juha Park, Jiho Choi, Jong Pil Yun +4
Accurate segmentation of maxillary sinus in panoramic X-ray images is essential for dental diagnosis and surgical planning; however, this task remains relatively underexplored in d…