Making intelligent decisions on noisy images

Gonzalo Farias; Sebastián Dormido-Canto; Matilde Santos; Jesús Vega

doi:10.1142/9789814417747_0160

Making intelligent decisions on noisy images

Gonzalo Farias, Sebastián Dormido-Canto, Matilde Santos, Jesús Vega

SCHOOL OF ELECTRICAL ENGINEERING

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

Making successful decisions on image classification can be influenced by the level of present noise. The noise on data can be reduced applying many classical and advanced techniques such as low pass filters or wavelets. However, in some cases the presence of the noise is not global but located only in some particular regions of the image. In these situations the application of global filters over the entire image is not a suitable option since the noise and the information are equally reduced. This article describes an intelligent approach to eliminate noise and avoid affecting the overall image.

Original language	English
Title of host publication	World Scientific Proc. Series on Computer Engineering and Information Science 7; Uncertainty Modeling in Knowledge Engineering and Decision Making - Proceedings of the 10th International FLINS Conf.
Publisher	World Scientific Publishing Co. Pte. Ltd.
Pages	999-1004
Number of pages	6
ISBN (Print)	9789814417730
DOIs	https://doi.org/10.1142/9789814417747_0160
State	Published - 2012
Event	10th International Fuzzy Logic and Intelligent Technologies inNuclear Science Conference, FLINS 2012 - Istanbul, Turkey Duration: 26 Aug 2012 → 29 Aug 2012

Publication series

Name	World Scientific Proc. Series on Computer Engineering and Information Science 7; Uncertainty Modeling in Knowledge Engineering and Decision Making - Proceedings of the 10th International FLINS Conf.
Volume	7

Conference

Conference	10th International Fuzzy Logic and Intelligent Technologies inNuclear Science Conference, FLINS 2012
Country/Territory	Turkey
City	Istanbul
Period	26/08/12 → 29/08/12

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10.1142/9789814417747_0160

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Farias, G., Dormido-Canto, S., Santos, M., & Vega, J. (2012). Making intelligent decisions on noisy images. In World Scientific Proc. Series on Computer Engineering and Information Science 7; Uncertainty Modeling in Knowledge Engineering and Decision Making - Proceedings of the 10th International FLINS Conf. (pp. 999-1004). (World Scientific Proc. Series on Computer Engineering and Information Science 7; Uncertainty Modeling in Knowledge Engineering and Decision Making - Proceedings of the 10th International FLINS Conf.; Vol. 7). World Scientific Publishing Co. Pte. Ltd.. https://doi.org/10.1142/9789814417747_0160

Farias, Gonzalo ; Dormido-Canto, Sebastián ; Santos, Matilde et al. / Making intelligent decisions on noisy images. World Scientific Proc. Series on Computer Engineering and Information Science 7; Uncertainty Modeling in Knowledge Engineering and Decision Making - Proceedings of the 10th International FLINS Conf.. World Scientific Publishing Co. Pte. Ltd., 2012. pp. 999-1004 (World Scientific Proc. Series on Computer Engineering and Information Science 7; Uncertainty Modeling in Knowledge Engineering and Decision Making - Proceedings of the 10th International FLINS Conf.).

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title = "Making intelligent decisions on noisy images",

abstract = "Making successful decisions on image classification can be influenced by the level of present noise. The noise on data can be reduced applying many classical and advanced techniques such as low pass filters or wavelets. However, in some cases the presence of the noise is not global but located only in some particular regions of the image. In these situations the application of global filters over the entire image is not a suitable option since the noise and the information are equally reduced. This article describes an intelligent approach to eliminate noise and avoid affecting the overall image.",

author = "Gonzalo Farias and Sebasti{\'a}n Dormido-Canto and Matilde Santos and Jes{\'u}s Vega",

year = "2012",

doi = "10.1142/9789814417747_0160",

language = "English",

isbn = "9789814417730",

series = "World Scientific Proc. Series on Computer Engineering and Information Science 7; Uncertainty Modeling in Knowledge Engineering and Decision Making - Proceedings of the 10th International FLINS Conf.",

publisher = "World Scientific Publishing Co. Pte. Ltd.",

pages = "999--1004",

booktitle = "World Scientific Proc. Series on Computer Engineering and Information Science 7; Uncertainty Modeling in Knowledge Engineering and Decision Making - Proceedings of the 10th International FLINS Conf.",

note = "10th International Fuzzy Logic and Intelligent Technologies inNuclear Science Conference, FLINS 2012 ; Conference date: 26-08-2012 Through 29-08-2012",

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Farias, G, Dormido-Canto, S, Santos, M & Vega, J 2012, Making intelligent decisions on noisy images. in World Scientific Proc. Series on Computer Engineering and Information Science 7; Uncertainty Modeling in Knowledge Engineering and Decision Making - Proceedings of the 10th International FLINS Conf.. World Scientific Proc. Series on Computer Engineering and Information Science 7; Uncertainty Modeling in Knowledge Engineering and Decision Making - Proceedings of the 10th International FLINS Conf., vol. 7, World Scientific Publishing Co. Pte. Ltd., pp. 999-1004, 10th International Fuzzy Logic and Intelligent Technologies inNuclear Science Conference, FLINS 2012, Istanbul, Turkey, 26/08/12. https://doi.org/10.1142/9789814417747_0160

Making intelligent decisions on noisy images. / Farias, Gonzalo; Dormido-Canto, Sebastián; Santos, Matilde et al.
World Scientific Proc. Series on Computer Engineering and Information Science 7; Uncertainty Modeling in Knowledge Engineering and Decision Making - Proceedings of the 10th International FLINS Conf.. World Scientific Publishing Co. Pte. Ltd., 2012. p. 999-1004 (World Scientific Proc. Series on Computer Engineering and Information Science 7; Uncertainty Modeling in Knowledge Engineering and Decision Making - Proceedings of the 10th International FLINS Conf.; Vol. 7).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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Farias G, Dormido-Canto S, Santos M, Vega J. Making intelligent decisions on noisy images. In World Scientific Proc. Series on Computer Engineering and Information Science 7; Uncertainty Modeling in Knowledge Engineering and Decision Making - Proceedings of the 10th International FLINS Conf.. World Scientific Publishing Co. Pte. Ltd. 2012. p. 999-1004. (World Scientific Proc. Series on Computer Engineering and Information Science 7; Uncertainty Modeling in Knowledge Engineering and Decision Making - Proceedings of the 10th International FLINS Conf.). doi: 10.1142/9789814417747_0160

Making intelligent decisions on noisy images

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