Image and video classification and image similarity measurement by learning sparse representation

Sparse representation of signals has recently emerged as a major research area. It is well-known that many natural signals can be sparsely represented using a properly chosen dictionary (e.g. formed of wavelets bases). A dictionary could be complete or overcomplete depending on whether the number of...

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Bibliographic Details
Main Author: Guha, Tanaya
Language:English
Published: University of British Columbia 2013
Online Access:http://hdl.handle.net/2429/45122