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Low-pass filtering aiming at noise generated in a contrast enhancement

Title:

Low-pass filtering aiming at noise generated in a contrast enhancement

Wang, Chunyan and Nahar, Badrun (2013) Low-pass filtering aiming at noise generated in a contrast enhancement. In: 2013 IEEE 56th International Midwest Symposium on Circuits and Systems (MWSCAS).

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Official URL: http://dx.doi.org/10.1109/MWSCAS.2013.6674864

Abstract

In this paper, we propose a low-pass filtering process aiming at removing noise and artifacts generated by histogram equalization, while preserving the image signal variations. The filtering is made to provide different levels of smoothing strength by means of cascading stages of simple low-pass filters. A weak smoothing given by the first stage is applied to all the pixels, including those in edge regions, and the pixels located in the flattest regions are processed successively by all the filtering stages to get the strongest smoothing. A binary mask is used in each stage, except the first one, in order to shield pixels in non-homogeneous regions from over-smoothing. Simple algorithms are developed to generate the masks from the input image. The results of the simulation demonstrated that the proposed filtering leads to a good quality of the contrast enhancement in varieties of images and requires a low computation complexity.

Divisions:Concordia University > Gina Cody School of Engineering and Computer Science > Electrical and Computer Engineering
Item Type:Conference or Workshop Item (Paper)
Refereed:Yes
Authors:Wang, Chunyan and Nahar, Badrun
Date:2013
Digital Object Identifier (DOI):10.1109/MWSCAS.2013.6674864
ID Code:981319
Deposited By: CHUNYAN WANG
Deposited On:08 Jun 2016 19:52
Last Modified:18 Jan 2018 17:52
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