Ensembles of exemplar-SVMs for video face recognition from a single sample per person.
Saman BashbaghiEric GrangerRobert SabourinGuillaume-Alexandre BilodeauPublished in: AVSS (2015)
Keyphrases
- face recognition
- support vector
- video sequences
- video data
- real time
- multimedia
- support vector machine svm
- machine learning
- video streams
- video frames
- recognition rate
- training set
- multi class
- video content
- computer vision
- feature vectors
- kernel function
- sparse representation
- sample size
- decision trees
- kernel methods
- principal component analysis
- video surveillance
- cost sensitive
- video clips
- person detection
- face detection and tracking
- classification using support vector machines