Issue No. 01 - January-March (2011 vol. 18)
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/MMUL.2011.7
Lei Wu , Michigan State University
Steven C.H. Hoi , Nanyang Technological University
<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>
bag-of-words models, semantic gap, distance metric learning, object codebook, image annotation, object recognition, multimedia and graphics, IEEE MultiMedia
L. Wu and S. C. Hoi, "Enhancing Bag-of-Words Models with Semantics-Preserving Metric Learning," in IEEE MultiMedia, vol. 18, no. , pp. 24-37, 2011.