A hamming embedding kernel with informative bag-of-visual words for video semantic indexing

A hamming embedding kernel with informative bag-of-visual words for video semantic indexing

In this article, we propose a novel Hamming embedding kernel with informative bag-of-visual words to address two main problems existing in traditional BoW approaches for video semantic indexing. First, Hamming embedding is employed to alleviate the information loss caused by SIFT quantization. The H...

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書目詳細資料
Main Authors:	WANG, Feng, ZHAO, Wen-Lei, NGO, Chong-wah, MERIALDO, Bernard
格式:	text
語言:	English
出版:	Institutional Knowledge at Singapore Management University 2014
主題:	Algorithms Experimentation Performance Bag-of-visual word Hamming embedding kernel optimization video semantic indexing Artificial Intelligence and Robotics Theory and Algorithms
在線閱讀:	https://ink.library.smu.edu.sg/sis_research/6312 https://ink.library.smu.edu.sg/context/sis_research/article/7315/viewcontent/tomccap14_fwang.pdf
標簽:	添加標簽沒有標簽, 成為第一個標記此記錄!
機構:	Singapore Management University
語言:	English

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