Title :
Dental implant examination based on the log-polar matching of the maxillary radiograph images in the anisotropic scale space
Author :
Cyganek, Boguslaw ; Malisz, Piotr
Author_Institution :
AGH Univ. of Sci. & Technol., Kraków, Poland
fDate :
Aug. 31 2010-Sept. 4 2010
Abstract :
In this paper a computer vision system is proposed for automatic examination of implant placements based on the maxillary radiograph images. To find rotated and scale changed implants the system does template matching in the extended log-polar space. Matching is proposed to be performed in the anisotropic scale-space, starting from the coarse level. The precise location of an implant is then refined based on the fine level of this space. The two processes are additionally controlled by the contour images which delineate exact positions of implants and other dental works.
Keywords :
computer vision; dentistry; diagnostic radiography; image matching; medical image processing; prosthetics; anisotropic scale space; anisotropic scale-space; computer vision system; contour images; dental implant; log-polar matching; maxillary radiograph images; template matching; Dentistry; Diagnostic radiography; Implants; Pattern matching; Surface morphology; Surface treatment; Algorithms; Anisotropy; Automatic Data Processing; Contrast Media; Dental Implantation; Dental Implants; Equipment Design; Humans; Materials Testing; Maxilla; Models, Statistical; Radiography; Reproducibility of Results; Software;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE
Conference_Location :
Buenos Aires
Print_ISBN :
978-1-4244-4123-5
DOI :
10.1109/IEMBS.2010.5626110