Large scale online learning of image similarity through ranking

Keyphrases

• Image Similarity 100%
• Online Learning 100%
• Obstetric Anal Sphincter Injuries (OASIS) 100%
• Similarity Measure 40%
• Large-scale Dataset 40%
• Machine Learning 20%
• State-of-the-art Techniques 20%
• Order of Magnitude 20%
• Online Algorithms 20%
• Large Margin 20%
• Human Evaluation 20%
• Learning Algorithm 20%
• Nearest Neighbor 20%
• Million Images 20%
• Hinge Loss 20%
• Text Query 20%
• Passive-aggressive 20%
• Semantic Similarity 20%
• Image Similarity Learning 20%
• Dual Approach 20%
• Bilinear Similarity 20%
• Similarity Function 20%
• Sparse Representation 20%
• Loss Cost 20%
• Web-scale 20%
• Existing State 20%
• Positivity Constraint 20%
• Storage Requirement 20%
• Large-scale Application 20%
• Semantically Related 20%

Computer Science

• Image Similarity 100%
• Online Learning 100%
• Scale Data Set 100%
• Large Scale Data 66%
• Machine Learning 33%
• on-line algorithm 33%
• Large Data Set 33%
• Sparse Representation 33%
• Similarity Function 33%
• Learning Algorithm 33%
• Positivity Constraint 33%
• Storage Requirement 33%