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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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Papers overview

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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
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
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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Review
2016
Review
2016
A method for creating digital image copyright protection is proposed in this paper. The proposed method in this paper is based on… Expand
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
2014
2014
Medical image segmentation is a fundamental task in the medical imaging field. Optimal segmentation is required for the accurate… 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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