Optimization of countour based template matching using GPGPU based hexagonal framework
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Date
2015
Journal Title
Journal ISSN
Volume Title
Publisher
Machine Intelligence Research (MIR) Labs contact@mirlabs.org
Abstract
This paper presents a technique to optimize contour based template matching by using general purpose computation on graphics processing units (GPGPU). Contour based template matching requires edge detection and searching for presence of a template in an entire image, real time implementation of which is not trivial. Using the proposed solution, we could achieve an implementation fast enough to process a standard video (640x480) in real time with sufficient accuracy.
Description
Keywords
Computer vision, Image edge detection, Image recognition, Image sampling
Citation
International Journal of Computer Information Systems and Industrial Management Applications, 2015, 7, 1, pp. 32-40