Generating function of color information detection using genetic programming |
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Authors: | Takanori Ogawa Naoki Oshiro Hiroshi Kinjo |
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Affiliation: | (1) Departement Natuurkunde, Universiteit Antwerpen (UIA), Universiteitsplein 1, B-2610 Antwerpen, Belgium;(2) Present address: Universiteit Antwerpen (RUCA), Belgium;(3) Technische Universiteit, Eindhoven, Nederland;(4) Senior Research Associate of the FWO-Vlaanderen, Belgium;(5) Departement Natuurkunde, Universiteit Antwerpen (RUCA), Groenenborgerlaan 171, B-2020 Antwerpen, Belgium |
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Abstract: | This article proposes a function for color information detection using genetic programming (GP). In image-processing, object detection is one of the important processes. In cases where the object has a complex color domain, detection becomes more difficult. We generated a detection function for a complex color domain by using GP. The detection function deals with one pixel of an input image, and it obtains an output image by processing for all pixels. We aimed at a reduction in the time taken by a human to consider an image-processing system design. We applied the generation of GP to detect a target color region in actual images. The results show that the detection function has sufficient ability for these detections. |
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