Human Action Recognition Based on Recognition of Linear Patterns in Action Bank Features Using Convolutional Neural Networks.
Earnest Paul IjjinaChalavadi Krishna MohanPublished in: ICMLA (2014)
Keyphrases
- action recognition
- spatio temporal interest points
- human actions
- motion history images
- action classification
- static images
- recognizing actions
- human movements
- human object interactions
- recognizing human actions
- convolutional neural networks
- human activities
- activity recognition
- bag of words
- bag of features
- human detection
- view invariant
- mid level
- action detection
- computer vision
- recognition of human actions
- motion features
- human motion
- body parts
- action primitives
- human pose
- depth cameras
- space time interest points
- motion capture data
- temporal structure
- global features
- feature extraction
- depth sensors
- low level
- feature vectors
- spatio temporal