Impact of image preprocessing methods on polyp localization in colonoscopy frames

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Resum

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 originalAnglès
Títol de la publicació2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2013
Pàgines7350-7354
Nombre de pàgines5
DOIs
Estat de la publicacióPublicada - 2013

Sèrie de publicacions

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

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