Please use this identifier to cite or link to this item: http://scholarbank.nus.edu.sg/handle/10635/118214
Title: Sparse Coding Based Image Restoration and Recognition: Algorithms and Analysis
Authors: BAO CHENGLONG
Keywords: Sparse coding, dictionary learning, non-convex optimization
Issue Date: 11-Aug-2014
Citation: BAO CHENGLONG (2014-08-11). Sparse Coding Based Image Restoration and Recognition: Algorithms and Analysis. ScholarBank@NUS Repository.
Abstract: In this dissertation, we aim at developing fast numerical methods to solve variational problems often seen in practical sparse coding problems. Furthermore, the convergence analysis of these proposed methods are also established in this dissertation.
URI: http://scholarbank.nus.edu.sg/handle/10635/118214
Appears in Collections:Ph.D Theses (Open)

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