A revisit to human action recognition from depth sequences: Guided SVM-sampling for joint selection.
Michel AntunesDjamila AouadaBjörn E. OtterstenPublished in: WACV (2016)
Keyphrases
- action recognition
- motion capture data
- motion history images
- depth sensors
- static images
- human movements
- human activities
- human actions
- bag of words
- depth cameras
- support vector
- activity recognition
- action classification
- human detection
- computer vision
- support vector machine svm
- deformable part models
- support vector machine
- feature selection
- spatial temporal
- max margin
- depth information
- knn
- action detection
- bag of features
- multi class
- hidden markov models
- action primitives
- human object interactions
- human motion
- video dataset
- recognizing actions
- recognition of human actions
- human pose
- body parts
- recognizing human actions
- machine learning
- feature vectors
- view invariant
- video data
- depth map
- depth data
- hyperplane