Impact of image preprocessing methods on polyp localization in colonoscopy frames

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Resumen

In this paper we present our image preprocessing methods as a key part of our automatic polyp localization scheme. These methods are used to assess the impact of different endoluminal scene elements when characterizing polyps. More precisely we tackle the influence of specular highlights, blood vessels and black mask surrounding the scene. Experimental results prove that the appropriate handling of these elements leads to a great improvement in polyp localization results.

Idioma originalInglés
Título de la publicación alojada2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2013
Páginas7350-7354
Número de páginas5
DOI
EstadoPublicada - 2013

Serie de la publicación

NombreProceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
ISSN (versión impresa)1557-170X

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