Learning semantic image similarity
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United States of America Patent
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Apr 23, 2013
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app pub date -
Dec 15, 2009
filing date -
Dec 15, 2009
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Abstract
Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for identifying similar images. In some implementations, a method is provided that includes receiving a collection of images and data associated with each image in the collection of images; generating a sparse feature representation for each image in the collection of images; and training an image similarity function using image triplets sampled from the collection of images and corresponding sparse feature representations.
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