Assigning PLS Based Descriptors by SVM in Action Recognition.
Jiayu ShengBiyun ShengWankou YangChangyin SunPublished in: IScIDE (1) (2015)
Keyphrases
- action recognition
- action recognition in videos
- bag of features
- support vector machine svm
- support vector
- mid level features
- human actions
- support vector machine
- max margin
- feature vectors
- bag of words
- human detection
- knn
- activity recognition
- deformable part models
- ls svm
- action classification
- multi class
- body parts
- low level descriptors
- feature selection
- recognition of human actions
- human pose
- computer vision
- recognizing actions
- static images
- recognizing human actions
- keypoints
- feature space
- action detection
- depth sensors
- human activities
- training set
- image retrieval
- video dataset
- object recognition
- classification method