Evaluating bag-of-visual-words representations in scene classification

Based on keypoints extracted as salient image patches, an image can be described as a “bag of visual words” and this representation has been used in scene classification. The choice of dimension, selection, and weighting of visual words in this representation is crucial to the classification perform...

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Bibliographic Details
Main Authors: YANG, Jun, JIANG, Yu-Gang, HAUPTMANN, Alexander G., NGO, Chong-wah
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2007
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Online Access:https://ink.library.smu.edu.sg/sis_research/6478
https://ink.library.smu.edu.sg/context/sis_research/article/7481/viewcontent/1290082.1290111.pdf
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Institution: Singapore Management University
Language: English