ISSN2320-2882
Impact Factor9.17
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Paper Title

AN ANALYTICAL STUDY OF NOISE REMOVAL TECHNIQUES ON VARIOUS TYPES OF MEDICAL IMAGES

Authors

Santosh Singh , Ritu Vijay

Keywords

Low-contrast images, noise removal, PSNR, MSE

Abstract

Low-contrast images in medical imaging would be acquired commonly, which may interfere with the regular diagnosis. Improvement with enhancement is one of the key tools in medical image analysis. The enhancement during the preprocessing stage includes contrast improvement, brightness and noise removal or to provide enhanced input for further automated image processing procedures. The chief motive of performing the image enhancement is to reveal the hidden information in feature or to enhance the low contrast image. This study is yield in two different medical modalities CT-scan, and X-ray. Analytical computation of different filters between original image and filtered image by calculating PSNR and MSE of all these medical images shows the performance of filters. This experimental study which is performed, can improve the accuracy of medical images (X-ray, CT-scan) for easy detection of disease.

How To Cite

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IJCRT — journal style
"AN ANALYTICAL STUDY OF NOISE REMOVAL TECHNIQUES ON VARIOUS TYPES OF MEDICAL IMAGES", IJCRT - International Journal of Creative Research Thoughts (www.ijcrt.org), ISSN:2320-2882, Vol.5, Issue 12, page no.272-278, December - 2017, Available :https://ijcrt.org/papers/IJCRTICCC042.pdf
APA — 7th edition
Singh, S., & Vijay, R. (2017). AN ANALYTICAL STUDY OF NOISE REMOVAL TECHNIQUES ON VARIOUS TYPES OF MEDICAL IMAGES. International Journal of Creative Research Thoughts, 5(12), 272-278. https://ijcrt.org/viewpaperforall.php?paper=IJCRTICCC042
MLA — 9th edition
Singh, Santosh, and Ritu Vijay. "AN ANALYTICAL STUDY OF NOISE REMOVAL TECHNIQUES ON VARIOUS TYPES OF MEDICAL IMAGES." International Journal of Creative Research Thoughts, vol. 5, no. 12, 2017, pp. 272-278, https://ijcrt.org/viewpaperforall.php?paper=IJCRTICCC042.
Chicago — 17th, bibliography
Singh, Santosh, and Ritu Vijay. "AN ANALYTICAL STUDY OF NOISE REMOVAL TECHNIQUES ON VARIOUS TYPES OF MEDICAL IMAGES." International Journal of Creative Research Thoughts 5, no. 12 (2017): 272-278. https://ijcrt.org/viewpaperforall.php?paper=IJCRTICCC042.
Harvard — author–date
Singh, S. and Vijay, R. (2017) 'AN ANALYTICAL STUDY OF NOISE REMOVAL TECHNIQUES ON VARIOUS TYPES OF MEDICAL IMAGES', International Journal of Creative Research Thoughts, 5(12), pp. 272-278. Available at: https://ijcrt.org/viewpaperforall.php?paper=IJCRTICCC042
IEEE — numbered reference
S. Singh and R. Vijay, "AN ANALYTICAL STUDY OF NOISE REMOVAL TECHNIQUES ON VARIOUS TYPES OF MEDICAL IMAGES," IJCRT, vol. 5, no. 12, pp. 272-278, Dec. 2017.
Vancouver — biomedical
Singh S, Vijay R. AN ANALYTICAL STUDY OF NOISE REMOVAL TECHNIQUES ON VARIOUS TYPES OF MEDICAL IMAGES. IJCRT. 2017 Dec;5(12):272-278.
AMA — 11th edition
Singh S, Vijay R. AN ANALYTICAL STUDY OF NOISE REMOVAL TECHNIQUES ON VARIOUS TYPES OF MEDICAL IMAGES. IJCRT. 2017;5(12):272-278. Accessed at https://ijcrt.org/viewpaperforall.php?paper=IJCRTICCC042
BibTeX — Zotero, Mendeley, LaTeX
@article{IJCRTICCC042, author = {Santosh Singh and Ritu Vijay}, title = {AN ANALYTICAL STUDY OF NOISE REMOVAL TECHNIQUES ON VARIOUS TYPES OF MEDICAL IMAGES}, journal = {International Journal of Creative Research Thoughts}, volume = {5}, number = {12}, pages = {272-278}, year = {2017}, month = {December}, issn = {2320-2882}, url = {https://ijcrt.org/viewpaperforall.php?paper=IJCRTICCC042} }
RIS — EndNote, RefWorks
TY - JOUR AU - Singh, Santosh AU - Vijay, Ritu TI - AN ANALYTICAL STUDY OF NOISE REMOVAL TECHNIQUES ON VARIOUS TYPES OF MEDICAL IMAGES T2 - International Journal of Creative Research Thoughts JA - IJCRT VL - 5 IS - 12 PY - 2017 SN - 2320-2882 UR - https://ijcrt.org/viewpaperforall.php?paper=IJCRTICCC042 SP - 272 EP - 278 ER -

Issue

Volume 5 Issue 12, December-2017
Pages : 272-278

Article Information

Pages
272-278
Published
December 2017
Registration ID
IJCRT_171143
Published Paper ID
IJCRTICCC042
Research Area
Science & Technology
Author Type
Indian Author
Location
Jaipur, Rajasthan, 302026
Licence
CC BY 4.0 · Open Access
ISSN & Impact Factor
2320-2882 · IF 9.17
Downloads
3,106

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International Journal of Creative Research Thoughts Published by IJCRT Publication
2320-2882 ISSN
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Impact Factor 9.17, calculated from Google Scholar citation data — see how it is worked out.
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© 2017 — Authors hold the copyright of this article. This work is licensed under a Creative Commons Attribution 4.0 International License and The Open Definition. This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (CC BY 4.0), which permits unrestricted use, distribution and reproduction in any medium, provided the original author and source are credited.
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Declarations

Funding

No external funding was received for this study.

Conflict of Interest

The authors declare that they have no conflict of interest.

Acknowledgements

The authors would like to thank the reviewers and the editorial board of International Journal of Creative Research Thoughts for their careful reading and constructive comments, and all colleagues who supported the preparation of this manuscript.

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