A 120 fps 1080p resolution block-based feature extraction architecture implementation for real-time action recognition.
Chun-Ting YenWan-Yu ChenLiang-Gee ChenPublished in: ISCAS (2017)
Keyphrases
- action recognition
- real time
- feature extraction
- human actions
- bag of words
- action classification
- activity recognition
- human detection
- depth cameras
- static images
- spatial temporal
- body parts
- image processing
- human activities
- computer vision
- recognizing actions
- face recognition
- action primitives
- high frame rate
- recognition of human actions
- recognizing human actions
- bag of features
- image classification
- human pose
- view invariant
- spatio temporal
- depth sensors
- image retrieval
- visual words
- feature vectors
- multi view
- frame rate
- low resolution