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Distance metric learning from uncertain side information with application to automated photo tagging
2009
Proceedings of the seventeen ACM international conference on Multimedia - MM '09
Automated photo tagging is essential to make massive unlabeled photos searchable by text search engines. Conventional image annotation approaches, though working reasonably well on small testbeds, are either computationally expensive or inaccurate when dealing with large-scale photo tagging. Recently, with the popularity of social networking websites, we observe a massive number of user-tagged images, referred to as "social images", that are available on the web. Unlike traditional web images,
doi:10.1145/1631272.1631293
dblp:conf/mm/WuHJZY09
fatcat:jfiaje3m7vfvjnayfy7bbi3se4