Large scale online learning of image similarity through ranking

Keyphrases

• Image Similarity 100%
• Online Learning 100%
• Obstetric Anal Sphincter Injuries (OASIS) 100%
• Similarity Measure 33%
• Machine Learning 16%
• State-of-the-art Techniques 16%
• Order of Magnitude 16%
• Online Algorithms 16%
• Large Margin 16%
• Human Evaluation 16%
• Learning Algorithm 16%
• Nearest Neighbor 16%
• Million Images 16%
• Hinge Loss 16%
• Text Query 16%
• Passive-aggressive 16%
• Pairwise Similarity 16%
• Learning Semantics 16%
• Semantic Similarity 16%
• Image Similarity Learning 16%
• Dual Approach 16%
• Small Dataset 16%
• Bilinear Similarity 16%
• Similarity Function 16%
• Sparse Representation 16%
• Loss Cost 16%
• Web-scale 16%
• Classification Algorithms 16%
• Query Image 16%
• Existing State 16%
• Positivity Constraint 16%
• Semantically Related 16%
• Large-scale Dataset 16%

Computer Science

• Image Similarity 100%
• Online Learning 100%
• Machine Learning 50%
• on-line algorithm 50%
• Artificial Intelligence 50%
• Pairwise Similarity 50%
• Sparse Representation 50%
• Similarity Function 50%
• Classification Algorithm 50%
• Fundamental Problem 50%
• Learning Algorithm 50%
• Positivity Constraint 50%