Human Action Recognition Based on a Two-stream Convolutional Network Classifier.
Vinícius de Oliveira SilvaFlavio de Barros VidalAlexandre Ricardo Soares RomarizPublished in: ICMLA (2017)
Keyphrases
- action recognition
- static images
- human actions
- bag of words
- human activities
- convolutional network
- motion history images
- human detection
- activity recognition
- computer vision
- human object interactions
- feature extractor
- action classification
- body parts
- recognizing human actions
- recognition of human actions
- training data
- bag of features
- feature space
- convolutional neural networks
- human pose
- feature selection
- action recognition in videos
- feature set
- data streams
- pose estimation
- stream processing
- principal component analysis
- image processing
- multiscale
- class labels