P E Janani Pappu

An optimized deep learning framework for temporally stable real-time face detection in unconstrained video streams

Face detection in real-time video streams remains challenging because of dynamic variations in illumination, pose, motion blur, and partial occlusion. This paper proposes an optimized deep learning framework that integrates YOLOv12-based face localization, capsule-based pose-awar...