Algorithms and VLSI Architectures for Pattern Recognition Based on the Gabor Wavelets

Abstract : In this paper, we present some pattern recognition algorithms based on the Gabor filtering. We then select an algorithm showing best performance and readiness for a hardware implementation. We focus this paper on the problem of algorithm/architecture adequation. We present a design methodology considering algorithm study and refining, hardware resources, data widths and final cost of the system implementing the considered algorithm. The whole system is simulated using a hardware/software cosimulation tool and will be implemented following a macro-block generator design strategy. This is of great importance as to the emergence of the new techniques of IP block design. The design will thus be portable, upgradable and parametrizable.
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Conference papers
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https://hal.archives-ouvertes.fr/hal-01618074
Contributor : Lip6 Publications <>
Submitted on : Tuesday, October 17, 2017 - 2:11:55 PM
Last modification on : Thursday, March 21, 2019 - 1:00:37 PM

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  • HAL Id : hal-01618074, version 1

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Mourad Aberbour, Habib Mehrez, François Durbin, Thierry Garié, André Tissot. Algorithms and VLSI Architectures for Pattern Recognition Based on the Gabor Wavelets. International Conference on Signal Processing Applications and Technology (ICSPAT'98), Sep 1998, Toronto, Canada. pp.1455-1459. ⟨hal-01618074⟩

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