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Issue No. 01 - January-March (2011 vol. 18)
ISSN: 1070-986X
pp: 24-37
Lei Wu , Michigan State University
Steven C.H. Hoi , Nanyang Technological University
ABSTRACT
<p>The authors present an online semantics-preserving, metric-learning technique for improving the bag-of-words model and addressing the semantic-gap issue.</p>
INDEX TERMS
bag-of-words models, semantic gap, distance metric learning, object codebook, image annotation, object recognition, multimedia and graphics, IEEE MultiMedia
CITATION
Lei Wu, Steven C.H. Hoi, "Enhancing Bag-of-Words Models with Semantics-Preserving Metric Learning", IEEE MultiMedia, vol. 18, no. , pp. 24-37, January-March 2011, doi:10.1109/MMUL.2011.7
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