|
ABSTRACT
| Title |
: |
Fuzzy Weighted Adaptive Linear Filter for Color Image Restoration Using Morphological Detectors |
| Authors |
: |
Anita Sahoo and Dr. Manu Pratap Singh |
| Keywords |
: |
Image Restoration, Impulse Noise, Morphological Operations, Fuzzy Functions, Adaptive Linear Filter, Images in RGB and Lu*v* color space. |
| Issue Date |
: |
Nov 2009 |
| Abstract |
: |
A novel scheme for restoration of color images is presented. The proposed scheme has two phases; in the first phase it detects the pixels corrupted with impulse noise by employing the tools of mathematical morphology and the degree of noisiness is labeled by a fuzzy membership function. Subsequent phase uses a linear weighted filter that attempts to reduce noise in an efficient manner. Experimental results indicate that the proposed scheme provides a better restoration performance than many state of the art filters used for the same. The scheme is capable of preserving color and image details, while suppressing impulse noise effectively. |
| Page(s) |
: |
217-221 |
| ISSN |
: |
0975–3397 |
| Source |
: |
Vol. 1, No.3 |
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