A 65 fps Full-HD Hardware Implementation of HOG, HOF, MBHx, and MBHy for Real-Time Action Recognition.
Zhi-Yi LinJia-Lin ChenLiang-Gee ChenPublished in: ISCAS (2018)
Keyphrases
- action recognition
- hardware implementation
- real time
- high definition
- bag of words
- human actions
- computer vision
- human detection
- efficient implementation
- pipelined architecture
- signal processing
- activity recognition
- body parts
- field programmable gate array
- bag of features
- human activities
- video dataset
- frame rate
- spatio temporal
- feature vectors
- image classification
- object detection
- visual tracking
- event detection
- pattern recognition
- histogram of oriented gradients
- three dimensional