Digital Image Recovery Based on Lifting Wavelet Transform

Basheer Taha, Taha (2021) Digital Image Recovery Based on Lifting Wavelet Transform. Journal of Physics: Conference Series, 1962. pp. 1-9. ISSN 17426588

Text (Research Article) Taha_2021_J._Phys.__Conf._Ser._1962_012021.pdf - Published Version Download (1MB)

Abstract

Recently, with the wide distribution of digital media, the need for authenticating digital images was increased. Therefore, many image tamper detection and recovery algorithms were introduced in literature to detect malicious modifications and retrieve the original images. The process of detection and recovery, however, used to have complex operation which requires long processing time. In this paper, a simplified image recovery algorithm is presented by using lifting wavelet transform. In the proposed method, the approximation band is hidden inside the bits of the original image and to be retrieved without relying on source image. For images with hidden data, the average PSNR and SSIM values were 31.22 and 0.977 respectively, and images were successfully retrieved after block attack.

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