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Descriptive visual words and visual phrases for image applications
2009
Proceedings of the seventeen ACM international conference on Multimedia - MM '09
The Bag-of-visual Words (BoW) image representation has been applied for various problems in the fields of multimedia and computer vision. The basic idea is to represent images as visual documents composed of repeatable and distinctive visual elements, which are comparable to the words in texts. However, massive experiments show that the commonly used visual words are not as expressive as the text words, which is not desirable because it hinders their effectiveness in various applications. In
doi:10.1145/1631272.1631285
dblp:conf/mm/ZhangTHHL09
fatcat:siqnpncbtvhczpp55fdk647efe