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Parallelization Methods of the Template Matching Method on Graphics Accelerators

Gabor Kertesz, Sandor Szenasi, Zoltan Vamossy
John von Neumann Faculty of Informatics, Obuda University
16th IEEE International Symposium on Computational Intelligence and Informatics (CINTI 2015), 2015

@article{kertesz2015parallelization,

   title={Parallelization Methods of the Template Matching Method on Graphics Accelerators},

   author={Kert{‘e}sz, G{‘a}bor and Sz{‘e}n{‘a}si, S{‘a}ndor and V{‘a}mossy, Zolt{‘a}n},

   year={2015}

}

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Template matching is a classic technique used in image processing for object detection. It is based on multiple matrix-based calculations, where there are no dependencies on partial results, so parallel solutions could be created. In this article two GPU implemented methods are presented and compared to the CPU-based sequential solution.
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