Classification based group photo retrieval with bag of people features.
Kazuya ShimizuNaoko NittaYujiro NakaiNoboru BabaguchiPublished in: ICMR (2012)
Keyphrases
- classification accuracy
- feature vectors
- feature extraction
- feature set
- classification method
- classification models
- feature space
- extracted features
- classification process
- svm classifier
- extracting features
- feature representation
- benchmark datasets
- low level
- pattern classification
- image classification
- pattern recognition
- high dimensionality
- feature analysis
- feature selection
- gender classification
- feature values
- support vector machine svm
- data sets
- support vector machine
- feature weights
- machine learning
- feature selection algorithms
- false positives
- class labels
- supervised learning
- automatic classification
- classification rules
- classification scheme
- bag of words
- multiple features
- ensemble classifier
- svm classification
- text classification
- feature construction
- preprocessing
- textural features
- support vector