DocumentCode
3196976
Title
Dental cyst delineation using live wire algorithm
Author
Ulaganathan, G. ; Banumathi, A. ; Amutha, J.J. ; Jeevani Selvabala, A.
Author_Institution
Dept. of Oral & Maxillofacial Surg., Best Dental Sci. Coll., Madurai, India
fYear
2012
fDate
14-15 Dec. 2012
Firstpage
129
Lastpage
132
Abstract
This paper presents a segmentation algorithm for interactive delineation of various types of dental cysts using Live-wire, which is slightly modified from classical Live wire algorithm to segment dental X-ray images. The aim of this paper is to segment regions of dental cysts. It is necessary to choose suitable segmentation method because of adverse parameters of the regions. The regions of the cysts are of low contrast and the pixel intensity distribution is not homogenous, hence the semiautomatic live-wire method was chosen. Live-wire segmentation is an interactive tool for efficient, accurate boundary extraction which requires minimal user input with a mouse. This algorithm calculates the local cost [1] and then applies modified shortest path algorithm for better results. This approach to image segmentation is faster and more accurate than manual segmentation. It is very good compromise between simple manual edge tracing and automatic methods such as thresholding, watershed segmentation or other methods whose results must be post-processed.
Keywords
X-ray imaging; dentistry; edge detection; image segmentation; interactive systems; medical image processing; boundary extraction; classical live wire algorithm; dental X-ray image segmentation; dental cyst delineation; interactive delineation; interactive tool; manual edge tracing; modified shortest path algorithm; mouse; pixel intensity distribution; region segmentation; semiautomatic live wire method; Dentistry; Image edge detection; Image segmentation; Laplace equations; Manuals; Teeth; Wires; boundary extraction; dental cyct identification; interactive delineation;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Vision and Image Processing (MVIP), 2012 International Conference on
Conference_Location
Taipei
Print_ISBN
978-1-4673-2319-2
Type
conf
DOI
10.1109/MVIP.2012.6428777
Filename
6428777
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