2021
DOI: 10.1002/cpe.6459
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An efficient field programmable gate array based hardware architecture for efficient motion estimation with parallel implemented genetic algorithm

Abstract: The main idea of this article is to propose a hardware design of block matching (BM) algorithm for an efficient motion estimation (ME) strategy in a field programmable gate array platform based on a parallel implemented genetic algorithm (GA). Easiness and the effectiveness of the BM algorithm while implementing have a major drawback of low quality and computationally cost expensive during the process of ME. Therefore, here in this article, we suggest GA based BM for a quick and cost-effective computation of m… Show more

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Cited by 1 publication
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“…The efficacy of GAs has also been boosted by their implementation in programmable devices, with their impact reflected in multiple applications. To cite just a few examples, in the area of computer vision, Teja and Bachu [19] implement a GA for motion estimation on a device of the Virtex-6 family. In transportation, Tuncer and Yildirim propose in [20] an optimal way of tracing paths of navigation of mobile robots by using a GA implemented in a device of the Virtex-5 family.…”
Section: Introductionmentioning
confidence: 99%
“…The efficacy of GAs has also been boosted by their implementation in programmable devices, with their impact reflected in multiple applications. To cite just a few examples, in the area of computer vision, Teja and Bachu [19] implement a GA for motion estimation on a device of the Virtex-6 family. In transportation, Tuncer and Yildirim propose in [20] an optimal way of tracing paths of navigation of mobile robots by using a GA implemented in a device of the Virtex-5 family.…”
Section: Introductionmentioning
confidence: 99%