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Blood vessel diameter estimation system using active contours

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

The study and analysis of blood vessel geometry has become the basis of medical applications related to early diagnosis and effective monitoring of therapies in vascular diseases. This paper presents a new method to trace the outline of blood vessels from imperfect images and extract useful information about their dimensions in an automated manner. The system consists of a segmentation procedure that uses two Active Contours to detect blood vessel boundaries and a novel approach to measure blood vessel diameters directly as the distance between two points. We have succeeded in designing and implementing an automated, robust, measurement method that is not only accurate (it takes away human error) but also userfriendly and requires very little image pre-processing. The system is tested with a set of grey scale images of blood vessels. Results of all the aspects of the design and implementation are presented along with graphs and images.

Original languageEnglish
Title of host publicationProceedings - 2011 Irish Machine Vision and Image Processing Conference, IMVIP 2011
Pages88-93
Number of pages6
DOIs
Publication statusPublished - 2011
Event2011 15th Irish Machine Vision and Image Processing Conference, IMVIP 2011 - Dublin, Ireland
Duration: 8 Sep 20119 Sep 2011

Publication series

NameProceedings - 2011 Irish Machine Vision and Image Processing Conference, IMVIP 2011

Conference

Conference2011 15th Irish Machine Vision and Image Processing Conference, IMVIP 2011
Country/TerritoryIreland
CityDublin
Period8/09/119/09/11

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 3 - Good Health and Well-being
    SDG 3 Good Health and Well-being

Keywords

  • Active contours
  • Blood vessel diameter
  • Measurement system
  • Snake

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