A 135-mW 1.70TOPS Sparse Video Sequence Inference SoC for Action Classification.
Thomas ChenChing-En LeeChester LiuZhengya ZhangPublished in: IEEE J. Solid State Circuits (2019)
Keyphrases
- action classification
- video sequences
- human actions
- action recognition
- bag of words
- static images
- space time
- human motion
- activity recognition
- motion vectors
- bayesian networks
- motion estimation
- image sequences
- spatio temporal
- salient features
- object detection
- video data
- video camera
- body parts
- unified model
- max margin
- global features
- moving objects
- bayesian inference
- frame rate
- probabilistic model
- human activities
- text classification