Semantics-Preserving Bag-of-Words Models and Applications

The Bag-of-Words (BoW) model is a promising image representation technique for image categorization and annotation tasks. One critical limitation of existing BoW models is that much semantic information is lost during the codebook generation process, an important step of BoW. This is because the cod...

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Bibliographic Details
Main Authors: WU, Lei, HOI, Steven C. H., YU, Nenghai
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2010
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Online Access:https://ink.library.smu.edu.sg/sis_research/2309
https://ink.library.smu.edu.sg/context/sis_research/article/3309/viewcontent/TIP_05056_2009_SPBOW_1_.pdf
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Institution: Singapore Management University
Language: English

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