Image denoising by non-local averaging

Antoni Buades; Bartomeu Coll; Jean Michel Morel

doi:10.1109/ICASSP.2005.1415332

Image denoising by non-local averaging

Antoni Buades, Bartomeu Coll, Jean Michel Morel

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

71 Citations (Scopus)

Abstract

In this work, we present and analyze an image denoising method, the NL-means algorithm, based on a non local averaging of all pixels in the image. We also introduce the concept of method noise, that is, the difference between the original (always slightly noisy) digital image and its denoised version. Finally we present some experiences comparing the NL-means results with some classical denoising methods. © 2005 IEEE.

Original language	English
Title of host publication	2005 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP '05 - Proceedings - Image and Multidimensional Signal Processing Multimedia Signal Processing
Pages	II25-II28
Volume	II
DOIs	https://doi.org/10.1109/ICASSP.2005.1415332
Publication status	Published - 2005
Externally published	Yes
Event	2005 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP '05 - Philadelphia, PA, United States Duration: 18 Mar 2005 → 23 Mar 2005

Publication series

Name	ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
Volume	II
ISSN (Print)	1520-6149

Conference

Conference	2005 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP '05
Country/Territory	United States
City	Philadelphia, PA
Period	18/03/05 → 23/03/05

Bibliographical note

Publication details (e.g. title, author(s), publication statuses and dates) are captured on an “AS IS” and “AS AVAILABLE” basis at the time of record harvesting from the data source. Suggestions for further amendments or supplementary information can be sent to [email protected].

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Buades, A., Coll, B., & Morel, J. M. (2005). Image denoising by non-local averaging. In 2005 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP '05 - Proceedings - Image and Multidimensional Signal Processing Multimedia Signal Processing (Vol. II, pp. II25-II28). Article 1415332 (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; Vol. II). https://doi.org/10.1109/ICASSP.2005.1415332

Buades, Antoni ; Coll, Bartomeu ; Morel, Jean Michel. / Image denoising by non-local averaging. 2005 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP '05 - Proceedings - Image and Multidimensional Signal Processing Multimedia Signal Processing. Vol. II 2005. pp. II25-II28 (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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Buades, A, Coll, B & Morel, JM 2005, Image denoising by non-local averaging. in 2005 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP '05 - Proceedings - Image and Multidimensional Signal Processing Multimedia Signal Processing. vol. II, 1415332, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, vol. II, pp. II25-II28, 2005 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP '05, Philadelphia, PA, United States, 18/03/05. https://doi.org/10.1109/ICASSP.2005.1415332

Image denoising by non-local averaging. / Buades, Antoni; Coll, Bartomeu; Morel, Jean Michel.
2005 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP '05 - Proceedings - Image and Multidimensional Signal Processing Multimedia Signal Processing. Vol. II 2005. p. II25-II28 1415332 (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; Vol. II).

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

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PY - 2005

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Buades A, Coll B, Morel JM. Image denoising by non-local averaging. In 2005 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP '05 - Proceedings - Image and Multidimensional Signal Processing Multimedia Signal Processing. Vol. II. 2005. p. II25-II28. 1415332. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings). doi: 10.1109/ICASSP.2005.1415332

Image denoising by non-local averaging

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