Estimation of noise in gray-scale and colored images using median absolute deviation (MAD)
This paper presents a new algorithm for estimation of noise (i.e., level of noise) in both gray-scale and color images (GSI, CI). The new technique is called median-absolute deviation (MAD). This technique does require an explicit estimation of the noise level or the signal to noise ratio (SNR), whi...
| Main Authors: | , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
IEEE
2008
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| Online Access: | http://psasir.upm.edu.my/id/eprint/19049/1/Estimation%20of%20noise%20in%20gray.pdf |
| _version_ | 1825946287898361856 |
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| author | Khaleel, Hasan Hadi O. K. Rahmat, Rahmita Wirza Mahmoud, Waleed A. |
| author_facet | Khaleel, Hasan Hadi O. K. Rahmat, Rahmita Wirza Mahmoud, Waleed A. |
| author_sort | Khaleel, Hasan Hadi |
| collection | UPM |
| description | This paper presents a new algorithm for estimation of noise (i.e., level of noise) in both gray-scale and color images (GSI, CI). The new technique is called median-absolute deviation (MAD). This technique does require an explicit estimation of the noise level or the signal to noise ratio (SNR), which is usually needed in most of the popular enhancement methods. Performance of the proposed method is evaluated on noisy images in real conditions and with artificial noise. |
| first_indexed | 2024-03-06T07:44:44Z |
| format | Conference or Workshop Item |
| id | upm.eprints-19049 |
| institution | Universiti Putra Malaysia |
| language | English |
| last_indexed | 2024-03-06T07:44:44Z |
| publishDate | 2008 |
| publisher | IEEE |
| record_format | dspace |
| spelling | upm.eprints-190492018-10-24T04:17:24Z http://psasir.upm.edu.my/id/eprint/19049/ Estimation of noise in gray-scale and colored images using median absolute deviation (MAD) Khaleel, Hasan Hadi O. K. Rahmat, Rahmita Wirza Mahmoud, Waleed A. This paper presents a new algorithm for estimation of noise (i.e., level of noise) in both gray-scale and color images (GSI, CI). The new technique is called median-absolute deviation (MAD). This technique does require an explicit estimation of the noise level or the signal to noise ratio (SNR), which is usually needed in most of the popular enhancement methods. Performance of the proposed method is evaluated on noisy images in real conditions and with artificial noise. IEEE 2008 Conference or Workshop Item PeerReviewed application/pdf en http://psasir.upm.edu.my/id/eprint/19049/1/Estimation%20of%20noise%20in%20gray.pdf Khaleel, Hasan Hadi and O. K. Rahmat, Rahmita Wirza and Mahmoud, Waleed A. (2008) Estimation of noise in gray-scale and colored images using median absolute deviation (MAD). In: 3rd International Conference on Geometric Modeling and Imaging (GMAI 2008), 9-11 July 2008, London, United Kingdom. (pp. 92-97). 10.1109/GMAI.2008.7 |
| spellingShingle | Khaleel, Hasan Hadi O. K. Rahmat, Rahmita Wirza Mahmoud, Waleed A. Estimation of noise in gray-scale and colored images using median absolute deviation (MAD) |
| title | Estimation of noise in gray-scale and colored images using median absolute deviation (MAD) |
| title_full | Estimation of noise in gray-scale and colored images using median absolute deviation (MAD) |
| title_fullStr | Estimation of noise in gray-scale and colored images using median absolute deviation (MAD) |
| title_full_unstemmed | Estimation of noise in gray-scale and colored images using median absolute deviation (MAD) |
| title_short | Estimation of noise in gray-scale and colored images using median absolute deviation (MAD) |
| title_sort | estimation of noise in gray scale and colored images using median absolute deviation mad |
| url | http://psasir.upm.edu.my/id/eprint/19049/1/Estimation%20of%20noise%20in%20gray.pdf |
| work_keys_str_mv | AT khaleelhasanhadi estimationofnoiseingrayscaleandcoloredimagesusingmedianabsolutedeviationmad AT okrahmatrahmitawirza estimationofnoiseingrayscaleandcoloredimagesusingmedianabsolutedeviationmad AT mahmoudwaleeda estimationofnoiseingrayscaleandcoloredimagesusingmedianabsolutedeviationmad |