DocumentCode
3041651
Title
Upper and Lower Jaw Segmentation in Dental X-ray Image Using Modified Active Contour
Author
Harandi, Azam Amini ; Pourghassem, Hossein ; Mahmoodian, Hamid
Author_Institution
Dept. of Electr. Eng., Islamic Azad Univ., Isfahan, Iran
fYear
2011
fDate
14-17 Dec. 2011
Firstpage
124
Lastpage
127
Abstract
Segmentation of dental X-ray images is an important factor in automatic dental identification system (ADIS) application. The first step in the dental X-ray image segmentation is separation of the upper and lower jaw. In this paper, an upper and lower jaw segmentation algorithm based on modified geodesic active contour and morphological operation is proposed. This algorithm is carried out based on applying morphology operation on teeth X-ray image for better separating and then subtracting the image. The geodesic active contours method has been modified for upper and lower segmentation application. Ultimately, the proposed algorithm is evaluated on a standard database of dental X-ray image. The obtained results show effectiveness and efficiency of our proposed algorithm.
Keywords
X-ray imaging; dentistry; differential geometry; image segmentation; mathematical morphology; medical image processing; X-ray image teeth operation; automatic dental identification system; dental X-ray image segmentation; geodesic active contour method; lower jaw segmentation; modified active contour; morphological operation; standard database; upper jaw segmentation; Active contours; Dentistry; Feature extraction; Humans; Image segmentation; Teeth; X-ray imaging; active contour; dental X-ray; lower jaw; upper jaw;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Computation and Bio-Medical Instrumentation (ICBMI), 2011 International Conference on
Conference_Location
Wuhan, Hubei
Print_ISBN
978-1-4577-1152-7
Type
conf
DOI
10.1109/ICBMI.2011.88
Filename
6131753
Link To Document