Tay, N.W. and Loo, C.K. and Perus, M. (2010) Face recognition with quantum associative networks using overcomplete gabor wavelet. Cognitive Computation, 2 (4). pp. 297-302. ISSN 1866-9956,
Full text not available from this repository.Abstract
Gabor wavelet is considered the best mathematical descriptor for receptive fields in the striate cortex. Besides, as a basis function, it is suitable to sparsely represent natural scenes due to its property in maximizing information. It is argued that Gabor-like receptive fields are emerged by sparseness-enforcing or infomax method. In this paper, we incorporate Gabor overcomplete representation into quantum holography for image recognition tasks, with suggestions in improvements through iterative method for reconstruction.
| Item Type: | Article |
|---|---|
| Funders: | UNSPECIFIED |
| Additional Information: | Tay, Nuo Wi Loo, Chu Kiong Perus, Mitja Si |
| Uncontrolled Keywords: | Computer science; artificial intelligence; gabor wavelet; striate cortex; image recognition; face recognition |
| Subjects: | T Technology > T Technology (General) |
| Divisions: | Faculty of Computer Science & Information Technology > Department of Artificial Intelligence |
| Depositing User: | Miss Nur Jannatul Adnin Ahmad Shafawi |
| Date Deposited: | 21 Mar 2013 01:59 |
| Last Modified: | 21 Mar 2013 01:59 |
| URI: | http://eprints.um.edu.my/id/eprint/5192 |
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