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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
Call For Paper - Volume 12 | Issue 5 | Month- May 2024
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Published Paper Details:
Paper Title
RICIAN PERTURBED NOISE REMOVAL OF MR IMAGES USING NON LOCAL MEANS FILTER
Authors
Hemalata V. Bhujle, Basavaraj H. Vadavadagi
Keywords
Rician,noise,image,filter,MR.
Abstract
A novel edge preserving nonlocal means (NLM) technique pertaining to MR images perturbed with Rician noise is presented in this paper. Earlier proposed techniques over-smoothes the MR image and hence edge preservation was difficult.Also nonlocal means filter when carried-out on 3D images, slows down the denoising process. In our work we have optimized the denoising algorithm to achieve higher speed and better accuracy using principal component analysis technique. We have tested our proposed method on simulated, clinical and pathological image sets. With a wide variety of evaluation metrics such as PSNR, BC, UQI and visual inspection itis found that the proposed technique outperforms other techniques qualitatively and quantitatively. The proposed method is 6.8 times faster than all other methods in comparison.
IJCRT's Publication Details
Unique Identification Number - IJCRT2211421
Paper ID - 227899
Page Number(s) - d679-d683
Pubished in - Volume 10 | Issue 11 | November 2022
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Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Hemalata V. Bhujle, Basavaraj H. Vadavadagi, "RICIAN PERTURBED NOISE REMOVAL OF MR IMAGES USING NON LOCAL MEANS FILTER", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.10, Issue 11, pp.d679-d683, November 2022, Available at :http://www.ijcrt.org/papers/IJCRT2211421.pdf
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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