DocumentCode :
1396758
Title :
Wavelet representations for monitoring changes in teeth imaged with digital imaging fiber-optic transillumination
Author :
Keem, Sunguk ; Elbaum, Marek
Author_Institution :
Dept. of Electr. Eng., Columbia Univ., New York, NY, USA
Volume :
16
Issue :
5
fYear :
1997
Firstpage :
653
Lastpage :
663
Abstract :
Digital imaging fiber-optic transillumination (DIFOTI) is a novel method to detect and monitor dental caries, using light, a charge-coupled device (CCD) camera, and computer-controlled image acquisition. The advantages of DIFOTI over radiography include: no ionizing radiation, no film, real-time diagnosis, and higher sensitivity in detection of early lesions not apparent to X-ray, as demonstrated in vitro. Here, we present a method of processing DIFOTI images, acquired at different times, for monitoring changes. Of central importance to this application is pattern matching of image frames that is invariant to translation and rotation of a tooth, relative to the field of view of the imaging camera, and that is robust to changes in illumination source intensity. Our method employs: (1) wavelet modulus maxima representations for segmentation of teeth images; (2) first and second moments of gray level representations of DIFOTI images in the spatial domain, to estimate tooth location and orientation; and (3) multiresolution wavelet magnitude representations for quantitative monitoring. Even with illumination source intensity variation, it is demonstrated in vitro that such wavelet representations can facilitate detection of simulated clinical changes in light transmission that cannot be detected in the spatial domain.
Keywords :
CCD image sensors; biomedical imaging; image matching; image resolution; image segmentation; light transmission; medical image processing; optical fibres; patient monitoring; wavelet transforms; DIFOTI; charge-coupled device camera; computer-controlled image acquisition; dental caries; digital imaging fiber-optic transillumination; field of view; first moments; gray level representations; higher sensitivity; illumination source intensity; illumination source intensity variation; image frames; imaging camera; light; multiresolution wavelet magnitude representations; pattern matching; quantitative monitoring; real-time diagnosis; second moments; segmentation; spatial domain; teeth changes monitoring; tooth location; tooth orientation; tooth rotation; tooth translation; wavelet modulus maxima representations; wavelet representations; Cameras; Charge coupled devices; Computerized monitoring; Dentistry; Digital images; In vitro; Lighting; Optical fiber devices; Teeth; Wavelet domain; Algorithms; Artifacts; Computer Simulation; Dental Caries; Dental Enamel; Fiber Optics; Follow-Up Studies; Humans; Image Processing, Computer-Assisted; Light; Models, Biological; Pattern Recognition, Automated; Photography; Radiation, Ionizing; Radiography, Dental; Rotation; Sensitivity and Specificity; Time Factors; Tooth; Tooth Demineralization; Transillumination; X-Ray Film;
fLanguage :
English
Journal_Title :
Medical Imaging, IEEE Transactions on
Publisher :
ieee
ISSN :
0278-0062
Type :
jour
DOI :
10.1109/42.640756
Filename :
640756
Link To Document :
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