A NEW DENOISING APPROACH FOR THE REMOVAL OF IMPULSE NOISE FROM COLOR IMAGES AND VIDEO SEQUENCES
<p>In this paper a novel Lone Diagonal Sorting (LDS) algorithm for denoising color images and videos co-rrupted with salt and pepper noise is proposed. The proposed lone diagonal sorting algorithm uses diagonal sorting alone for denoising of impulse noise. The algorithm has been implemented an...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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Slovenian Society for Stereology and Quantitative Image Analysis
2012-11-01
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| Series: | Image Analysis and Stereology |
| Subjects: | |
| Online Access: | http://www.ias-iss.org/ojs/IAS/article/view/942 |
| _version_ | 1819143274090201088 |
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| author | Rajamani Arumugham Krishnaveni Vellingiri Wassim Ferose Habeebrakuman Kalaikamal Mohan |
| author_facet | Rajamani Arumugham Krishnaveni Vellingiri Wassim Ferose Habeebrakuman Kalaikamal Mohan |
| author_sort | Rajamani Arumugham |
| collection | DOAJ |
| description | <p>In this paper a novel Lone Diagonal Sorting (LDS) algorithm for denoising color images and videos co-rrupted with salt and pepper noise is proposed. The proposed lone diagonal sorting algorithm uses diagonal sorting alone for denoising of impulse noise. The algorithm has been implemented and tested for various color images and video signals and appreciable performance in terms of PSNR, MSE and SSIM is obtained. Our algorithm has been compared with other standard algorithms. A drastic improvement in the computational time has been achieved without compromising much on the visual quality after reconstruction.</p> |
| first_indexed | 2024-12-22T12:23:38Z |
| format | Article |
| id | doaj.art-e0bd62d8c84c4b2bb3f12369d42476fc |
| institution | Directory Open Access Journal |
| issn | 1580-3139 1854-5165 |
| language | English |
| last_indexed | 2024-12-22T12:23:38Z |
| publishDate | 2012-11-01 |
| publisher | Slovenian Society for Stereology and Quantitative Image Analysis |
| record_format | Article |
| series | Image Analysis and Stereology |
| spelling | doaj.art-e0bd62d8c84c4b2bb3f12369d42476fc2022-12-21T18:25:54ZengSlovenian Society for Stereology and Quantitative Image AnalysisImage Analysis and Stereology1580-31391854-51652012-11-0131318519110.5566/ias.v31.p185-191880A NEW DENOISING APPROACH FOR THE REMOVAL OF IMPULSE NOISE FROM COLOR IMAGES AND VIDEO SEQUENCESRajamani Arumugham0Krishnaveni Vellingiri1Wassim Ferose Habeebrakuman2Kalaikamal Mohan3PSG Polytechnic College, TamilnaduPSG College of Technology, TamilnaduPSG College of Technology, TamilnaduPSG College of Technology, Tamilnadu<p>In this paper a novel Lone Diagonal Sorting (LDS) algorithm for denoising color images and videos co-rrupted with salt and pepper noise is proposed. The proposed lone diagonal sorting algorithm uses diagonal sorting alone for denoising of impulse noise. The algorithm has been implemented and tested for various color images and video signals and appreciable performance in terms of PSNR, MSE and SSIM is obtained. Our algorithm has been compared with other standard algorithms. A drastic improvement in the computational time has been achieved without compromising much on the visual quality after reconstruction.</p>http://www.ias-iss.org/ojs/IAS/article/view/942color imagelone diagonal sortingmean square errorpeak signal to noise ratiosalt and pepper noise |
| spellingShingle | Rajamani Arumugham Krishnaveni Vellingiri Wassim Ferose Habeebrakuman Kalaikamal Mohan A NEW DENOISING APPROACH FOR THE REMOVAL OF IMPULSE NOISE FROM COLOR IMAGES AND VIDEO SEQUENCES Image Analysis and Stereology color image lone diagonal sorting mean square error peak signal to noise ratio salt and pepper noise |
| title | A NEW DENOISING APPROACH FOR THE REMOVAL OF IMPULSE NOISE FROM COLOR IMAGES AND VIDEO SEQUENCES |
| title_full | A NEW DENOISING APPROACH FOR THE REMOVAL OF IMPULSE NOISE FROM COLOR IMAGES AND VIDEO SEQUENCES |
| title_fullStr | A NEW DENOISING APPROACH FOR THE REMOVAL OF IMPULSE NOISE FROM COLOR IMAGES AND VIDEO SEQUENCES |
| title_full_unstemmed | A NEW DENOISING APPROACH FOR THE REMOVAL OF IMPULSE NOISE FROM COLOR IMAGES AND VIDEO SEQUENCES |
| title_short | A NEW DENOISING APPROACH FOR THE REMOVAL OF IMPULSE NOISE FROM COLOR IMAGES AND VIDEO SEQUENCES |
| title_sort | new denoising approach for the removal of impulse noise from color images and video sequences |
| topic | color image lone diagonal sorting mean square error peak signal to noise ratio salt and pepper noise |
| url | http://www.ias-iss.org/ojs/IAS/article/view/942 |
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