Deep learning methods for single camera based clinical in-bed movement action recognition

Tamás Karácsony, László Attila Jeni, Fernando De la Torre, João Paulo Silva Cunha

Abstract: Highlights•Study clinical challenges of video-based clinical in-bed action recognition and MoCap.•Review on video-based MoCap and action recognition for clinical in-bed monitoring.•Review of semiology-based epileptic seizure classification approaches from videos.•A 2-stage 3D MoCap and action recognition approach is a promising research direction.