An efficient hardware implementation of HON4D feature extraction for real-time action recognition.
Chia-Jung HsuJia-Lin ChenLiang-Gee ChenPublished in: ISCE (2015)
Keyphrases
- action recognition
- hardware implementation
- dedicated hardware
- real time
- feature extraction
- fpga implementation
- human actions
- bag of words
- fpga device
- efficient implementation
- depth cameras
- general purpose processors
- software implementation
- activity recognition
- signal processing
- human detection
- computer vision
- fpga technology
- pipelined architecture
- action classification
- depth sensors
- field programmable gate array
- hardware design
- feature vectors
- pattern recognition
- static images
- action detection
- recognition of human actions
- image processing
- recognizing actions
- feature selection
- recognizing human actions
- body parts
- view invariant
- human pose
- image classification
- feature space
- bag of features
- space time interest points
- video dataset
- depth information
- visual features
- low cost
- face recognition
- data mining