Indian Journal of Public Health Research & Development
  • Year: 2019
  • Volume: 10
  • Issue: 10

Mean Shift and Enhancement Contrast Based Technique to Extract Lung Abnormalities in CT Scan Images

1Department of Physics, College of Science, University of Babylon, Hilla, Iraq

*Corresponding Author: Rabab Saadoon Abdoon, Department of Physics, College of Science, University of Babylon, Hilla, Iraq Email: hyrh55h@gmail.com

Online published on 23 December, 2019.

Abstract

Medical image processing techniques are utilized to obtain easier and faster abnormalities diagnosis. In this work two proposed techniques are presented to detect and extract lung abnormalities in four CT scan images. Enhancement contrast based technique and mean shift clustering methods were implemented with aid of many morphological operations. The results indicate that the proposed techniques have good performance and were in good agreement with the radiologist delineation. The percent relative differences were ranged from 0 to 7.2% for the first method and ranged from 1.9 to 7.2% for the second method.

Keywords

CT Scan Images, Lung Abnormality, Contrast, Mean shift, Morphological Operations