3D Visual-Based Human Motion Descriptors: A Review
Résumé
This paper aims to provide a comprehensive reference source on depth-based human motion descriptors. Motion description is a challenging problem which became popular with recent advances in 3D computer vision. Our goal is to introduce the main trends in human 3D motion descriptor design and evaluation next to presenting a review of recent methods belonging to three application categories: action recognition, gesture recognition and gait assessment.
Mots clés
Three-dimensional displays
Databases
Shape
Gait recognition
Video sequences
Image color analysis
computer vision
gait analysis
gesture recognition
image motion analysis
stereo image processing
gait assessment
gesture recognition
action recognition
human 3D motion descriptor design
3D computer vision
depth-based human motion descriptors
3D visual-based human motion descriptors