ICTACT Journal on Image and Video Processing

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Removal of Impulsive Noise Using Weighted Fuzzy Mean Filter Based on Cloud Model


Affiliations
1 Department of Mechanical Engineering, Kamaraj College of Engineering and Technology, India
2 Department of Computer Science and Engineering, Anna University, Regional Centre, Madurai, India
     

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This paper proposes a weighted fuzzy mean filter based on cloud model and reports its performance in removing the impulsive noise from the digital image. In addition, the performance of the proposed weighted fuzzy mean filter is compared with already existing variants of median and switching filters using ischolar_main mean square error, peak signal to noise ratio and quality index. Even though the image is corrupted by 90%, this weighted fuzzy mean filter is capable of recovering the original image with good detail preservation.

Keywords

Weighted Fuzzy Mean Filter, Cloud Model, Median Filters, Switching Filters.
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  • Removal of Impulsive Noise Using Weighted Fuzzy Mean Filter Based on Cloud Model

Abstract Views: 162  |  PDF Views: 0

Authors

K. Kannan
Department of Mechanical Engineering, Kamaraj College of Engineering and Technology, India
S. Ramesh
Department of Computer Science and Engineering, Anna University, Regional Centre, Madurai, India

Abstract


This paper proposes a weighted fuzzy mean filter based on cloud model and reports its performance in removing the impulsive noise from the digital image. In addition, the performance of the proposed weighted fuzzy mean filter is compared with already existing variants of median and switching filters using ischolar_main mean square error, peak signal to noise ratio and quality index. Even though the image is corrupted by 90%, this weighted fuzzy mean filter is capable of recovering the original image with good detail preservation.

Keywords


Weighted Fuzzy Mean Filter, Cloud Model, Median Filters, Switching Filters.