A Modified POS-based rPPG with Real-time Deep Facial ROI Tracker and Pose Constrained Kalman Filter: M-POS rPPG with DFT and PCKF.
Yiming LiuRong LiMin LiuBinjie QinPublished in: ICCDA (2021)
Keyphrases
- kalman filter
- real time
- particle filter
- object tracking
- robust tracking
- mean shift
- kalman filtering
- part of speech
- face pose
- partial occlusion
- facial expressions
- particle filtering
- motion parameters
- state estimation
- region of interest
- visual tracking
- target tracking
- tracking framework
- face recognition
- bayesian filtering
- appearance model
- image sequences
- pose estimation
- extended kalman filter
- state space model
- pose variations
- face model
- facial images
- data association
- position and orientation
- human faces
- face detection
- signal processing
- video sequences
- computer vision
- simultaneous localization and mapping
- state space
- machine learning