A discussion on the validation tests employed to compare human action recognition methods using the MSR Action3D dataset.
José Ramón Padilla-LópezAlexandros André ChaaraouiFrancisco Flórez-RevueltaPublished in: CoRR (2014)
Keyphrases
- action recognition
- human actions
- action classification
- recognizing human actions
- recognizing actions
- motion history images
- action recognition in videos
- computer vision
- bag of words
- spatial temporal
- action primitives
- action detection
- human movements
- recognition of human actions
- video dataset
- static images
- independent subspace analysis
- human detection
- body parts
- human activities
- ucf sports
- space time interest points
- view invariant action recognition
- human object interactions
- motion recognition
- human pose
- principal component analysis
- video sequences