Complexity regularized pattern representation, search, and compression

A method and apparatus is disclosed herein for performing pattern representation, search and/or compression. In one embodiment, the method comprises extracting one or more target patterns from a portion of an image; forming a pattern matrix based on the one or more target patterns; approximating the...

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Bibliographic Details
Main Authors GULERYUZ ONUR, ZUJOVIC JANA
Format Patent
LanguageEnglish
Published 13.11.2012
Subjects
CALCULATING
COMPUTING
COUNTING
HANDLING RECORD CARRIERS
PHYSICS
PRESENTATION OF DATA
RECOGNITION OF DATA
RECORD CARRIERS
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Summary:A method and apparatus is disclosed herein for performing pattern representation, search and/or compression. In one embodiment, the method comprises extracting one or more target patterns from a portion of an image; forming a pattern matrix based on the one or more target patterns; approximating the pattern matrix using a complexity-regularized representation derived from the pattern matrix; and sending a query to search a library of images for vectors in the query to detect, using the a complexity-regularized representation, any image in the library that contains image patches similar to the one or more target patterns.
Bibliography:Application Number: US20090566557