Automated scoring of interview videos using Doc2Vec multimodal feature extraction paradigm.
Lei ChenGary FengChee Wee LeongBlair LehmanMichelle P. Martin-RaughHarrison KellChong Min LeeSu-Youn YoonPublished in: ICMI (2016)
Keyphrases
- feature extraction
- semi automated
- image processing
- multi modal
- video sequences
- preprocessing
- image classification
- video frames
- pattern classification
- key frames
- fully automated
- video analysis
- feature vectors
- linear feature extraction
- video database
- event recognition
- multimodal interaction
- video content
- dimension reduction
- scoring model
- discriminant analysis
- human activities
- pattern recognition
- face recognition
- gabor filters
- feature representation
- case study
- multimedia
- feature selection
- action recognition
- data collection
- principal component analysis
- iris recognition
- multiscale
- multimodal interfaces