Structured Learning of Binary Codes with Column Generation for Optimizing Ranking Measures.
Guosheng LinFayao LiuChunhua ShenJianxin WuHeng Tao ShenPublished in: Int. J. Comput. Vis. (2017)
Keyphrases
- column generation
- structured learning
- binary codes
- branch and bound
- linear programming
- hamming distance
- linear program
- constraint programming
- integer programming
- maximum margin
- conditional random fields
- structured prediction
- optimal solution
- similarity search
- lower bound
- neural network
- image collections
- hash functions
- machine learning
- learning algorithm
- global features
- feature selection
- multi class classification
- feature extraction
- image classification
- search algorithm
- upper bound
- multi class
- dimensionality reduction