LIG at MediaEval 2011 affect task: use of a generic method.
Bahjat SafadiGeorges QuénotPublished in: MediaEval (2011)
Keyphrases
- high accuracy
- experimental evaluation
- computational cost
- detection method
- preprocessing
- significant improvement
- theoretical analysis
- high precision
- synthetic data
- clustering method
- support vector machine svm
- prior knowledge
- objective function
- similarity measure
- classification accuracy
- probabilistic model
- mutual information
- em algorithm
- cost function
- training data
- error rate
- mathematical model
- statistical model
- data sets