Impact of image preprocessing methods on polyp localization in colonoscopy frames

Research output: Chapter in BookChapterResearchpeer-review

47 Citations (Scopus)

Abstract

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.

Original languageEnglish
Title of host publication2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2013
Pages7350-7354
Number of pages5
DOIs
Publication statusPublished - 2013

Publication series

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

Fingerprint

Dive into the research topics of 'Impact of image preprocessing methods on polyp localization in colonoscopy frames'. Together they form a unique fingerprint.

Cite this