IMAGE DENOISING USING GRAPH LAPLACIAN REGULARIZATION: A REVIEW

  • Unique Paper ID: 149069
  • Volume: 6
  • Issue: 10
  • PageNo: 293-298
  • Abstract:
  • Image denoising is an important image processing task, both as a process itself, and as a component in other processes. Very many ways to denoise an image or a set of data exists. The main properties of a good image denoising model are that it will remove noise while preserving edges. Removing impulse noise from images is a critical issue in image processing because it may occur frequently during acquisition or transmission of images. So it is necessary to find the techniques for the mechanisms and implications of imposing the graph Laplacian regularizer on the original inverse problem.

Copyright & License

Copyright © 2025 Authors retain the copyright of this article. This article is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

BibTeX

@article{149069,
        author = {Vijay Kumar Kalakar and Syed Tariq Ali and Hirdesh Chack},
        title = {IMAGE DENOISING USING GRAPH LAPLACIAN REGULARIZATION: A REVIEW},
        journal = {International Journal of Innovative Research in Technology},
        year = {},
        volume = {6},
        number = {10},
        pages = {293-298},
        issn = {2349-6002},
        url = {https://ijirt.org/article?manuscript=149069},
        abstract = {Image denoising is an important image processing task, both as a process itself, and as a component in other processes. Very many ways to denoise an image or a set of data exists. The main properties of a good image denoising model are that it will remove noise while preserving edges. Removing impulse noise from images is a critical issue in image processing because it may occur frequently during acquisition or transmission of images. So it is necessary to find the techniques for the mechanisms and implications of imposing the graph Laplacian regularizer on the original inverse problem.},
        keywords = {graph Laplacian regularization, graph signal processing, image denoising},
        month = {},
        }

Cite This Article

  • ISSN: 2349-6002
  • Volume: 6
  • Issue: 10
  • PageNo: 293-298

IMAGE DENOISING USING GRAPH LAPLACIAN REGULARIZATION: A REVIEW

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