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https://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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| File | Description | Size | Format | Access Settings | Version | |
|---|---|---|---|---|---|---|
| thesis_bao_final.pdf | 9.26 MB | Adobe PDF | OPEN | None | View/Download |
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