Title :
Smoothing cephalographs using modified anisotropic diffusion filter
Author_Institution :
Dept. of Comput. Sci., Punjabi Univ., Patiala, India
Abstract :
For the automatic detection of cephalometric landmarks in digital skull X-ray, enhancement is required for selective emphasis and suppression of information in the image with the aim of increasing the image´s usefulness, image smoothing filters are used for noise removal and blurring for removing small details which clutter the main shape. This image smoothing leads to better edge detction for recognizing the landmarks on the edges. This paper proposes a new smoothing technique based on anisotropic diffusion which gives improved results.
Keywords :
X-ray imaging; image denoising; image restoration; medical image processing; smoothing methods; cephalographs smoothing; cephalometric landmark automatic detection; digital skull X-ray; image deblurring; image smoothing filter; modified anisotropic diffusion filter; noise removal; Anisotropic magnetoresistance; Digital filters; Information filtering; Information filters; Noise shaping; Skull; Smoothing methods; X-ray detection; X-ray detectors; X-ray imaging;
Conference_Titel :
Multimedia, Signal Processing and Communication Technologies, 2009. IMPACT '09. International
Conference_Location :
Aligarh
Print_ISBN :
978-1-4244-3602-6
Electronic_ISBN :
978-1-4244-3604-0
DOI :
10.1109/MSPCT.2009.5164192