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
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;
Conference_Titel :
Intelligent Computation and Bio-Medical Instrumentation (ICBMI), 2011 International Conference on
Conference_Location :
Wuhan, Hubei
Print_ISBN :
978-1-4577-1152-7
DOI :
10.1109/ICBMI.2011.88