Journal
COGNITIVE COMPUTATION
Volume 2, Issue 4, Pages 297-302Publisher
SPRINGER
DOI: 10.1007/s12559-010-9047-2
Keywords
Quantum Holography; Gabor wavelet; Information maximization; Invariance; Face recognition
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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.
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