Bag-of-visual-words expansion using visual relatedness for video indexing

Bag-of-visual-words (BoW) has been popular for visual classification in recent years. In this paper, we propose a novel BoW expansion method to alleviate the effect of visual word correlation problem. We achieve this by diffusing the weights of visual words in BoW based on visual word relatedness, w...

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Bibliographic Details
Main Authors: JIANG, Yu-Gang, NGO, Chong-wah
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2008
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Online Access:https://ink.library.smu.edu.sg/sis_research/6476
https://ink.library.smu.edu.sg/context/sis_research/article/7479/viewcontent/1390334.1390495.pdf
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Institution: Singapore Management University
Language: English

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