Wei, Keat Lee and Liew, Siau-Chuin (2018) Fingerprint watermarking with tamper localization and exact recovery using multi-level authentication. International Journal of Software Engineering & Computer Sciences (IJSECS), 4 (1). pp. 120-132. ISSN 2289-8522. (Published)
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Abstract
This paper presents the tamper localization and exact recovery using multi-level authentication in fingerprint watermarking. The proposed scheme will be detecting the tampered sector of fingerprint images when the watermark is embedded in the original image. If the sector has been tampered, the sector will be able to recover the original data. Furthermore, exact pixel value of the fingerprint image is used to embed the feature of extraction and recovery of the original fingerprint image from the tampered image. This paper also describes the usage of SHA-256 as a hash function, the usage of Least Significant Bit (LSB) technique to perform tamper detection, localization and recovery in the Region of Interest (ROI). The proposed scheme does not require original fingerprint for detection on the tampered sector and recovery. It uses 512 x 512 pixels fingerprint images and 288 x 180 pixels of ROI in this study. The experimental results showed that the tamper detection and localization were successfully detected and localized the tampered sector. The tampered sectors were restored accurately and the average peak signal-to-noise ratio (PSNR) value of watermarked image was 44.1518 dB. The experimental result proved the effectiveness of multi-level authentication.
| Item Type: | Article |
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| Uncontrolled Keywords: | Watermarking; Tamper localization; Exact Recovery; Fingerprint image |
| Subjects: | Q Science > QA Mathematics > QA76 Computer software |
| Faculty/Division: | Faculty of Computer System And Software Engineering |
| Depositing User: | Mrs. Neng Sury Sulaiman |
| Date Deposited: | 26 Jun 2018 04:14 |
| Last Modified: | 12 Nov 2018 02:15 |
| URI: | http://umpir.ump.edu.my/id/eprint/20873 |
| Download Statistic: | View Download Statistics |
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