Title :
Edge Detectors Based Anisotropic Diffusion for Enhancement of Digital Images
Author :
Prasath, V. B Surya ; Singh, Arindama
Author_Institution :
Dept. of Math., Indian Inst. of Technol. Madras Chennai, Chennai
Abstract :
Using the edge detection techniques we propose a new enhancement scheme for noisy digital images. This uses inhomogeneous anisotropic diffusion scheme via the edge indicator provided by well known edge detection methods. Addition of a fidelity term facilitates the proposed scheme to remove the noise while preserving edges. This method is general in the sense that it can be incorporated into any of the nonlinear anisotropic diffusion methods. Numerical results show the promise of this hybrid technique on real and noisy images.
Keywords :
edge detection; image denoising; image enhancement; digital image enhancement; edge detection; image noise; nonlinear anisotropic diffusion method; Anisotropic magnetoresistance; Computer graphics; Computer vision; Convolution; Detectors; Digital images; Equations; Filtering; Image edge detection; Noise robustness; Anisotropic Diffusion; Enhancement; Image Restoration; Inhomogenous PDE; Scale Space;
Conference_Titel :
Computer Vision, Graphics & Image Processing, 2008. ICVGIP '08. Sixth Indian Conference on
Conference_Location :
Bhubaneswar
Print_ISBN :
978-0-7695-3476-3
Electronic_ISBN :
978-0-7695-3476-3
DOI :
10.1109/ICVGIP.2008.68