Sanz Delgado, José Antonio

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https://academica-e.unavarra.es/handle/2454/50003

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Sanz Delgado

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José Antonio

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Estadística, Informática y Matemáticas

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ISC. Institute of Smart Cities

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0000-0002-1427-9909

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88689

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7828

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Author: Paternain Dallo, Daniel × Subject: Machine vision ×

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    PublicationOpen Access
    Aggregation functions to combine RGB color channels in stereo matching
    (Optical Society of America, 2013) Galar Idoate, Mikel; Jurío Munárriz, Aránzazu; López Molina, Carlos; Sanz Delgado, José Antonio; Paternain Dallo, Daniel; Bustince Sola, Humberto; Automática y Computación; Automatika eta Konputazioa; Universidad Pública de Navarra / Nafarroako Unibertsitate Publikoa
    In this paper we present a comparison study between different aggregation functions for the combination of RGB color channels in stereo matching problem. We introduce color information from images to the stereo matching algorithm by aggregating the similarities of the RGB channels which are calculated independently. We compare the accuracy of different stereo matching algorithms and aggregation functions. We show experimentally that the best function depends on the stereo matching algorithm considered, but the dual of the geometric mean excels as the most robust aggregation.