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Face recognition with quantum associative networks using overcomplete gabor wavelet

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 spars...

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Main Authors: Tay, N.W., Loo, C.K., Perus, M.
Format: Article
Published: 2010
Subjects:
T Technology (General)
Online Access:http://eprints.um.edu.my/5192/
http://download.springer.com/static/pdf/312/art%253A10.1007%252Fs12559-010-9047-2.pdf?auth66=1352708422_ccb860b526261a6a6959670c2c854c79&ext=.pdf
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spelling my.um.eprints.51922013-03-21T01:59:06Z http://eprints.um.edu.my/5192/ Face recognition with quantum associative networks using overcomplete gabor wavelet Tay, N.W. Loo, C.K. Perus, M. T Technology (General) 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. 2010 Article PeerReviewed 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 http://download.springer.com/static/pdf/312/art%253A10.1007%252Fs12559-010-9047-2.pdf?auth66=1352708422_ccb860b526261a6a6959670c2c854c79&ext=.pdf
institution Universiti Malaya
building UM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaya
content_source UM Research Repository
url_provider http://eprints.um.edu.my/
topic T Technology (General)
spellingShingle T Technology (General)
Tay, N.W.
Loo, C.K.
Perus, M.
Face recognition with quantum associative networks using overcomplete gabor wavelet
description 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.
format Article
author Tay, N.W.
Loo, C.K.
Perus, M.
author_facet Tay, N.W.
Loo, C.K.
Perus, M.
author_sort Tay, N.W.
title Face recognition with quantum associative networks using overcomplete gabor wavelet
title_short Face recognition with quantum associative networks using overcomplete gabor wavelet
title_full Face recognition with quantum associative networks using overcomplete gabor wavelet
title_fullStr Face recognition with quantum associative networks using overcomplete gabor wavelet
title_full_unstemmed Face recognition with quantum associative networks using overcomplete gabor wavelet
title_sort face recognition with quantum associative networks using overcomplete gabor wavelet
publishDate 2010
url http://eprints.um.edu.my/5192/
http://download.springer.com/static/pdf/312/art%253A10.1007%252Fs12559-010-9047-2.pdf?auth66=1352708422_ccb860b526261a6a6959670c2c854c79&ext=.pdf
_version_ 1643687509816770560
score 13.214268

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