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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| Main Authors: | , , |
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| Format: | text |
| Language: | English |
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Institutional Knowledge at Singapore Management University
2010
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| Subjects: | |
| 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 |