Image Compression Using Noise Reduction
Abstract & Details
Research Area
COMPUTER SCIENCE
Keywords
Soft Morphology
Noise Reduction
Periodic Noise
digital image processing
L2-norm.
Abstract
Noise is present in digitally captured images. Adding more noise to a picture reduces its ability to be recognized. To enhance the precision of picture identification, noise reduction is crucial. An image's noise may be reduced with the use of a low-pass filter, such a Gaussian filter (GF). Using a low-pass filter may help lessen the volume of background noise. Low-pass filters, however, always have that effect. The reliability of edge and feature identification in picture recognition degrades as blurring of the edges increases. Therefore, we present a GF+L2-norm hybrid noise reduction filter for pictures, which is capable of maintaining sharpness along image edges. By enhancing picture quality, the suggested strategy should also boost the reliability of image recognition.
License
This work is licensed under a Creative
Commons
Attribution-ShareAlike 4.0 International License.
Author Information
| # | Name | Institute / Affiliation |
|---|---|---|
| 1 | Deepti Gaonkar | Research Scholar, Department of Computer Science, OPJS University, Churu, Rajasthan |
| 2 | Dr. Rajiv Yadhav | Research Supervisor, Department of Computer Science, OPJS University, Churu, Rajasthan |
How to Cite
Use the following formats to cite this article in your research.
APA Style
Gaonkar, Deepti & Yadhav, Dr. Rajiv (2022). Image Compression Using Noise Reduction. International Journal of Advance Research and Innovative Ideas In Education, 8(4), 2675-2681.
MLA Style
Gaonkar, Deepti, and Dr. Rajiv Yadhav. "Image Compression Using Noise Reduction." International Journal of Advance Research and Innovative Ideas In Education, vol. 8, no. 4, 2022, pp. 2675-2681.
IEEE Style
Deepti Gaonkar and Dr. Rajiv Yadhav, "Image Compression Using Noise Reduction," International Journal of Advance Research and Innovative Ideas In Education, vol. 8, no. 4, pp. 2675-2681, 2022.
Vancouver Style
Gaonkar Deepti, Yadhav Dr. Rajiv. Image Compression Using Noise Reduction. International Journal of Advance Research and Innovative Ideas In Education. 2022;8(4):2675-2681.
Harvard Style
Gaonkar, Deepti & Yadhav, Dr. Rajiv (2022) 'Image Compression Using Noise Reduction', International Journal of Advance Research and Innovative Ideas In Education, 8(4), pp. 2675-2681.
Chicago Style
Gaonkar, Deepti and Dr. Rajiv Yadhav. "Image Compression Using Noise Reduction." International Journal of Advance Research and Innovative Ideas In Education 8, no. 4 (2022): 2675-2681.
Turabian Style
Gaonkar, Deepti and Dr. Rajiv Yadhav. "Image Compression Using Noise Reduction." International Journal of Advance Research and Innovative Ideas In Education 8, no. 4 (2022): 2675-2681.
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