Enhancing Bag-of-Words Models with Semantics-Preserving Metric Learning

Authors:
Lei Wu;Steven C. H. Hoi
Affiliations:
Michigan State University;Nanyang Technological University
Venue:
IEEE MultiMedia
Year:
2011

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Abstract

The authors present an online semantics-preserving, metric-learning technique for improving the bag-of-words model and addressing the semantic-gap issue.