Depth Human Action Recognition Based on Convolution Neural Networks and Principal Component Analysis.
Manh-Quan BuiViet-Hang DuongTzu-Chiang TaiJia-Ching WangPublished in: ICIP (2018)
Keyphrases
- action recognition
- neural network
- principal component analysis
- depth sensors
- static images
- human movements
- human activities
- human actions
- bag of words
- depth cameras
- activity recognition
- human detection
- action classification
- motion capture data
- motion history images
- computer vision
- spatial temporal
- human object interactions
- body parts
- recognizing human actions
- recognition of human actions
- image processing
- recognizing actions
- depth information
- bag of features
- principal components
- independent component analysis
- action detection
- face recognition
- view invariant
- video dataset
- depth map
- feature extraction