Scientific Research and Essays

  • Abbreviation: Sci. Res. Essays
  • Language: English
  • ISSN: 1992-2248
  • DOI: 10.5897/SRE
  • Start Year: 2006
  • Published Articles: 2755

Full Length Research Paper

Light refraction based medical image segmentation

  UÄŸur Güvenç1*, Recep Demirci2 and Tuba Karagül1        
  1Department of Electrical Education, Düzce University, Turkey. 2Department of Industrial Technology Education, Gazi University, Turkey.
Email: [email protected]

  •  Accepted: 26 April 2010
  •  Published: 31 May 2010

Abstract

 

Image segmentation is the most important and first step in pattern recognition and image analysis. In this paper, an automatic segmentation algorithm based on light refraction was proposed for medical images. In the proposed algorithm, similarity percents of the pixels were calculated by using the amount of shift while occurred light through a transparent sheet and re-enters the same environment. The proposed algorithm is similar to region growing algorithm where the seed points are automatically selected and grown and does not require any prior knowledge of the number of regions existing in the image. So, it decreases the computational load required for the other image segmentation methods. The proposed algorithm is demonstrated by application to real medical images. Results have showed that proposed algorithm extract all segments effectively.

 

Key words: Light refraction law, image segmentation, medical images.