Human Action Classification Using SVM_2K Classifier on Motion Features.
Hongying MengNick E. PearsChris BaileyPublished in: MRCS (2006)
Keyphrases
- motion features
- human actions
- support vector
- support vector machine
- action recognition
- feature selection
- training set
- activity recognition
- feature space
- classification accuracy
- training data
- visual features
- feature vectors
- feature set
- motion analysis
- human activities
- spatio temporal
- human motion
- decision trees
- video data
- multi class
- training samples
- machine learning
- video sequences
- feature extraction
- training examples
- space time
- image classification
- knn
- action detection
- optical flow
- supervised learning
- video shots
- motion patterns
- computer vision