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http://dx.doi.org/10.6109/jkiice.2019.23.8.943

A Filter Algorithm using Noise Component of Image in Mixed Noise Environments  

Cheon, Bong-Won (Dept. of Control and Instrumentation Eng., Pukyong National University)
Kim, Nam-Ho (Dept. of Control and Instrumentation Eng., Pukyong National University)
Publication Information
Journal of the Korea Institute of Information and Communication Engineering / v.23, no.8, 2019 , pp. 943-949 More about this Journal
Abstract
As use of digital equipment in various fields is increasing importance of processing video and signals is rising as well. However, in the process of sending and receiving signals, noise occurs due to different reasons and this noise bring about a huge influence on final output of the system. This research suggests algorithm for effectively repairing video in consideration to characteristics of its noise in condition where impulse and AWGN noises are combined. This algorithm tries to preserve video features by considering inference to noise components and resolution of filtering mask. Depending on features of input resolution, standard value is set and similar resolutions is selected for noise removal. This algorithm showing simulation result had outstanding noise removal and is compared and analyzed with existing methods by using different ways such as PSNR.
Keywords
Image processing; AWGN; Salt and pepper noise; PSNR;
Citations & Related Records
Times Cited By KSCI : 4  (Citation Analysis)
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1 J. J. Hwang, K. H. Rhee, "Gaussian filtering detection based on features of residuals in image forensics," in 2016 IEEE RIVF International Conference on Computing & Communication Technologies, Research, Innovation, and Vision for the Future, Hanoi : Vietnam, pp. 153-157, 2016.
2 P. S. V. S. Sridhar, R. Caytiles, "Efficient Cloud Data Hosting Availability," Asia-pacific Journal of Convergent Research Interchange, HSST, ISSN : 2508-9080, vol. 3 no. 2, pp. 11-19, Jun. 2011. http://dx.doi.org/10.21742/APJCRI.2017.06.02.   DOI
3 Y. E. Jim, M. Y. Eom, and Y. S. Choe, "Gaussian Noise Reduction Algorithm using Self-similarity," Journal of The Institute of Electronics Engineers of Korea - Signal Processing, vol. 44, no. 5, pp. 500-509, Sep. 2007.
4 S. I. Kwon, and N. H. Kim, "A Study on Noise Removal using Modified Edge Detection in AWGN Environments," Journal of the Korea Institute of Information and Communication Engineering, vol. 21, no. 7, pp. 1342-1348, Jul. 2017.   DOI
5 H. Chen, "A Kind of Effective Method of Removing Compound Noise in Image," in 2016 9th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics(CISP-BMEI 2016), Datong : China, pp. 157-161, 2016.
6 X. Long, and N. H. Kim, "A Study on Image Restoration Filter in AWGN Environments," Journal of the Korea Institute of Information and Communication Engineering, vol. 18, no. 4, pp. 949-956, Apr. 2014.   DOI
7 S. Trambadia, and P. Dholakia, "Design and analysis of an image restoration using wiener filter with a quality based hybrid algorithms," in 2015 2nd International Conference on Electronics and Communication Systems (ICECS), Coimbatore : India, pp. 1318-1323, 2015.
8 P. Goyal, and V. Chaurasia, "Application of median filter in removal of random valued impulse noise from natural images," in 2017 International conference of Electronics, Communication and Aerospace Technology (ICECA), Coimbatore : India, pp. 1318-1323, 2017.
9 T. K. Kim, I. H. Song, and S. H. Lee, "Noise Reduction of HDR Detail Layer Using a Kalman Filter Adapted to Local Image Activity," Journal of Korea Multimedia Society, vol. 22, no. 1, pp. 10-17, Jan. 2019.   DOI
10 S. Y. Kim, S. H. Yu, and J. C. Jeong, "Design and analysis of an image restoration using wiener filter with a quality based hybrid algorithms," in Conference on The Institute of Electronics and Information Engineers, Incheon : Korea, pp. 430-433, 2018.
11 Y, Tang, J. Li, G. Zhao, and Y. Wang, "Research on the algorithm of community discovery based on the standard deviation of edge -Betweenness," in 2016 13th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP), Chengdu : China, pp. 135-138, 2016.
12 X. S. Xia, C. T. Hua, and L. J. Xian, "Image fusion based on regional energy and standard deviation," in 2010 2nd International Conference on Signal Processing Systems, Chengdu : China, pp. 739-743, 2010.
13 S. Kumar, and A. Swarnkar, "Colorization of gray scale images in $l{\alpha}{\beta}$ color space using mean and standard deviation," in 2012 IEEE Students' Conference on Electrical, Electronics and Computer Science, Bhopal : India, pp. 1-4, 2012.
14 S. I. Kwon, and N. H. Kim, "A Study on Image Restoration Algorithm using Standard Deviation and Cubic Spline Interpolation," Journal of the Korea Institute of Information and Communication Engineering, vol. 21, no. 9, pp. 1689-1696, Sep. 2017.   DOI