Removal of Salt & Pepper and Gaussian Noise Using Local Filters |
Author(s): |
| Akanksha Thawale , ANJUMAN COLLEGE OF ENGINEERING & TECHNOLOGY,NAGPUR; Prof. Ruhina Quazi, ANJUMAN COLLEGE OF ENGINEERING & TECHNOLOGY,NAGPUR |
Keywords: |
| Salt & Pepper Noise, Gaussian Noise, Mean Square Error (MSE), Peak Signal-to-Noise Ratio (PSNR), Mean Filter, Median Filter, Proposed Filter |
Abstract |
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Removing Salt & Pepper noise and Gaussian noise in digital images is one of the major challenges in image processing. For noise removal we are using different types of filters such as Mean, Median and proposed filter. It also highlights the comparable results between Mean, Median and proposed modified filter. The performance of the proposed method is analysed by using various parameters such as Mean Square Error (MSE), Peak Signal-to-Noise Ratio (PSNR), and Structural Similarity (SSIM). Simulation result shows that the proposed method performs well as compared to other filters. |
Other Details |
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Paper ID: IJSRDV6I31056 Published in: Volume : 6, Issue : 3 Publication Date: 01/06/2018 Page(s): 2233-2236 |
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