Applications of Kekre’s Wavelet, LPG_SVD_ST_W, LPG_PCA_ST_W, Don’t Care Filter for Blind Image Restoration of Corona CT, Fingerprint and Vegetation Images

  • Unique Paper ID: 161428
  • Volume: 10
  • Issue: 4
  • PageNo: 18-22
  • Abstract:
  • Kekre’s wavelet, LPG_SVD, LBG_PCA_ST_W, LBG_SVD_ST_W, Don’t care filter are fast image denoising techniques. Image denoising is prerequisite for many applications to run smoothly and need to be fast, so application of these techniques are analyzed for practical applications such as CT images of corona patient, finger print images and vegetation images by using subjective and objective evaluation in this paper. It is found that don’t care filter has given better performance as compared to other methods. The PSNR is increased by 10% as compared to noisy images for vegetation images with minimum amount of time 1.2 seconds on an average.

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{161428,
        author = {Dr. Rachana Dhannawat and Dr. Archana Patankar },
        title = {Applications of Kekre’s Wavelet, LPG_SVD_ST_W, LPG_PCA_ST_W,   Don’t Care Filter for Blind Image Restoration of Corona CT, Fingerprint and Vegetation Images },
        journal = {International Journal of Innovative Research in Technology},
        year = {},
        volume = {10},
        number = {4},
        pages = {18-22},
        issn = {2349-6002},
        url = {https://ijirt.org/article?manuscript=161428},
        abstract = {Kekre’s wavelet, LPG_SVD, LBG_PCA_ST_W, LBG_SVD_ST_W, Don’t care filter are fast image denoising techniques. Image denoising is prerequisite for many applications to run smoothly and need to be fast, so application of these techniques are analyzed for practical applications such as CT images of corona patient, finger print images and vegetation images by using subjective and objective evaluation in this paper.  It is found that don’t care filter has given better performance as compared to other methods. The PSNR is increased by 10% as compared to noisy images for vegetation images with minimum amount of time 1.2 seconds on an average.},
        keywords = {Kekre’s Wavelet, LBG_PCA_ST_W, LBG_SVD_ST_W, LPG-SVD, Don’t care filter, Corona CT, Fingerprint, vegetation },
        month = {},
        }

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