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Local pixel grouping

In image Noise reduction, local pixel grouping is the algorithm to remove noise from images using principal component analysis (PCA).
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2018
2018
Recently developed local pixel grouping (LPG) using principal component analysis (PCA), called LPG-PCA, has achieved satisfying… Expand
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2016
2016
This paper presents an efficient image de-noising scheme by using principal component analysis (PCA) with local pixel grouping… Expand
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2016
2016
In recent years various image processing techniques have been developed. These include medical, satellite, space, transmission… Expand
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2016
2016
In this paper, an approach of principal component analysis (PCA) with local pixel grouping (LPG) is used to de-noising the noisy… Expand
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2016
2016
Abstract Image denoising without any idea about kind of noise is very cumbersome as compared to known noise. This paper proposed… Expand
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2016
2016
Thresholding operators have been used successfully for denoising signals, mostly in the wavelet domain. These operators transform… Expand
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2015
2015
Medical images play an important role in diagnosing and treatment of several diseases. For taking better decision and diagnosis… Expand
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2014
2014
In this paper Local Pixel Grouping (LPG) is used to de-noise the noisy images which help in preserving the image local structures… Expand
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2014
2014
In this paper an effective algorithm for noise removal in an image is obtained by using PCA (principal component analysis) with… Expand
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Highly Cited
2010
Highly Cited
2010
This paper presents an efficient image denoising scheme by using principal component analysis (PCA) with local pixel grouping… Expand
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