Human Action Recognition in Large-Scale Datasets Using Histogram of Spatiotemporal Gradients.
Kishore K. ReddyNaresh P. CuntoorA. G. Amitha PereraAnthony HoogsPublished in: AVSS (2012)
Keyphrases
- action recognition
- action recognition in videos
- video dataset
- human movements
- static images
- human actions
- bag of words
- human activities
- ucf sports
- human detection
- motion history images
- motion capture data
- computer vision
- human object interactions
- spatial temporal
- activity recognition
- body parts
- spatio temporal
- mid level features
- recognition of human actions
- action classification
- recognizing actions
- spatial and temporal
- recognizing human actions
- action detection
- independent subspace analysis
- depth sensors
- view invariant
- human motion
- bag of features
- visual words
- space time
- multi class
- feature extraction