Volume & Issue no: Volume 4, Issue 3, May - June 2015
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Title: |
An Neural Based Approach for Optimizing Diffusion Wavlets Cofficients (An Application to image Denoising) |
Author Name: |
Kapil Chaudhary, Dr Narender Kumar |
Abstract: |
Abstract:
In this paper ,a special class of wavelets known as Diffusion
Wavelets are optimized through their coefficients, the desired
process is started by applying the diffusion process to a noisy
signal in our case the noisy image. We apply the neural
network MLP for the determination of the optimal wavelet
basis. Further we fetch the benefit of OWE (over complete
wavelet expansion ) over OWT(orthogonal wavelet transform)
specially in image diminution problems. The performance of
the proposed method is dependent on selection of the wavelet
basis.The desired scheme yield fruitful results in image
denoising
Keywords: diffusion wavlet ,diffusion packet, OWE,
OWT, MLP |
Cite this article: |
Kapil Chaudhary, Dr Narender Kumar , "
An Neural Based Approach for Optimizing Diffusion Wavlets Cofficients (An Application to image Denoising)" , International Journal of Emerging Trends & Technology in Computer Science (IJETTCS) ,
Volume 4, Issue 3, May - June 2015 , pp.
164-168 , ISSN 2278-6856.
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