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Structure based noise reduction using LPA-ICI | IEEE Conference Publication | IEEE Xplore

Structure based noise reduction using LPA-ICI


Abstract:

In this paper, we introduce a structure-based noise reduction algorithm using LPA-ICI technique. The proposed scheme consists of two main steps: In the first step, we obt...Show More

Abstract:

In this paper, we introduce a structure-based noise reduction algorithm using LPA-ICI technique. The proposed scheme consists of two main steps: In the first step, we obtained a scale map using LPA-ICI technique to determine the proper criterions, such as mask size and search range, during the filtering step; In the second step, we perform the filtering which considers the local structure between a current block and neighboring blocks for preserving local information. The experimental results showed that the proposed method could significantly reduce noise and preserve the detail and edge information. It is believed that it can be used as a good tool for noise reduction in the field of consumer electronics.
Date of Conference: 13-16 January 2012
Date Added to IEEE Xplore: 01 March 2012
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Conference Location: Las Vegas, NV, USA

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