Skip to main content

2017 | OriginalPaper | Buchkapitel

Automatic Measurement and Analysis of Vessel Width in Retinal Fundus Image

verfasst von : Suchismita Goswami, Sushmita Goswami, Sohini De

Erschienen in: Proceedings of the First International Conference on Intelligent Computing and Communication

Verlag: Springer Singapore

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

The unexpected changes in the width of retinal blood vessels can be recognized as one of the significant characters during the proliferation of several diseases. Clinical studies verify that width of retinal blood vessels may undergo changes during diabetes, hypertension, Retinopathy of prematurity and Proliferative Diabetic Retinopathy. Optical vessel swelling or Papilledema and optical neuritis are prominent ocular diseases that contribute to changes in the width. In this approach, width of retinal blood vessels has been determined to benefit the identification of such diseases. Every retinal fundus images exhibits several unique bifurcation points. The bifurcation points ensure stability and are not subject to any change even when prone to diseases. Identifying these points, our algorithm attempts to find the ratio of the width of a parent vessel with its corresponding child vessels at the bifurcation points. Experimental results prove that this ratio lies in the range of 1.1–1.8. Abrupt changes in the ratio ensures the probability of existence of ocular diseases.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
3.
Zurück zum Zitat S. Saha, N. Dutta Roy, Automatic Detection of bifurcation points in retinal fundus images, International Journal of Latest Research in Science and Technology ISSN (Online): 2278–5299 Volume 2, Issue 2: Page No. 105–108, March–April (2013) http://www.mnkjournals.com/ijlrst.htm S. Saha, N. Dutta Roy, Automatic Detection of bifurcation points in retinal fundus images, International Journal of Latest Research in Science and Technology ISSN (Online): 2278–5299 Volume 2, Issue 2: Page No. 105–108, March–April (2013) http://​www.​mnkjournals.​com/​ijlrst.​htm
5.
Zurück zum Zitat Enrico Pellegrini, Gavin Robertson, Emanuele Trucco, Tom J. MacGillivray, Carmen Lupascu, Jano van Hemert, Michelle C. Williams, David E. Newby, Edwin JR van Beek, and Graeme Houston, “Blood vessel segmentation and width estimation in ultra-wide field scanning laser ophthalmoscopy”, Biomedical Optic Express under Optical Society of America, Vol V, issue 12, 2014 Enrico Pellegrini, Gavin Robertson, Emanuele Trucco, Tom J. MacGillivray, Carmen Lupascu, Jano van Hemert, Michelle C. Williams, David E. Newby, Edwin JR van Beek, and Graeme Houston, “Blood vessel segmentation and width estimation in ultra-wide field scanning laser ophthalmoscopy”, Biomedical Optic Express under Optical Society of America, Vol V, issue 12, 2014
6.
Zurück zum Zitat Xiayu Xu, Joseph M. Reinhardt, Qiao Hu,Benjamin Bakall, Paul S. Tlucek, GeirBertelsen, “Retinal Vessel Width Measurement at Branchings Using an Improved Electric Field Theory-Based Graph Approach”, November 2012 in Medical Imaging, SPIE, Volume 8314 Xiayu Xu, Joseph M. Reinhardt, Qiao Hu,Benjamin Bakall, Paul S. Tlucek, GeirBertelsen, “Retinal Vessel Width Measurement at Branchings Using an Improved Electric Field Theory-Based Graph Approach”, November 2012 in Medical Imaging, SPIE, Volume 8314
Metadaten
Titel
Automatic Measurement and Analysis of Vessel Width in Retinal Fundus Image
verfasst von
Suchismita Goswami
Sushmita Goswami
Sohini De
Copyright-Jahr
2017
Verlag
Springer Singapore
DOI
https://doi.org/10.1007/978-981-10-2035-3_46