TY - JOUR
T1 - A dual-tamper-detection method for digital image authentication and content self-recovery
AU - Liu, Tong
AU - Yuan, Xiaochen
N1 - Publisher Copyright:
© 2021, The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature.
PY - 2021/8
Y1 - 2021/8
N2 - This paper proposes an approach to protect image content against malicious tampering based on watermarking technology. The watermark is composed of two kinds of check bits which are used for tampered region localization, and one recovery bit which is used for image recovery and is embedded into the three-Least Significant Bit planes of the original image. The first check bit is generated by applying the proposed Parity Check Bit Labeled method to each pixel, and the other is generated by employing hashing algorithm to each block after image decomposition. The superposition result detected from the two check bits contributes to lowering the probability of false-negative errors. Moreover, we propose a post-processing method Adaptive Structural Element Calculation which improves the accuracy of tamper detection result further. Experimental results show that our algorithm has good performance in keeping high quality of recovered image, and meanwhile improving the accuracy of tamper detection result.
AB - This paper proposes an approach to protect image content against malicious tampering based on watermarking technology. The watermark is composed of two kinds of check bits which are used for tampered region localization, and one recovery bit which is used for image recovery and is embedded into the three-Least Significant Bit planes of the original image. The first check bit is generated by applying the proposed Parity Check Bit Labeled method to each pixel, and the other is generated by employing hashing algorithm to each block after image decomposition. The superposition result detected from the two check bits contributes to lowering the probability of false-negative errors. Moreover, we propose a post-processing method Adaptive Structural Element Calculation which improves the accuracy of tamper detection result further. Experimental results show that our algorithm has good performance in keeping high quality of recovered image, and meanwhile improving the accuracy of tamper detection result.
KW - Adaptive structural element calculation
KW - Dual-tamper-detection
KW - Parity check bit labeled
KW - Tamper detection and content self-recovery
UR - http://www.scopus.com/inward/record.url?scp=85110451820&partnerID=8YFLogxK
U2 - 10.1007/s11042-021-11179-2
DO - 10.1007/s11042-021-11179-2
M3 - Article
AN - SCOPUS:85110451820
SN - 1380-7501
VL - 80
SP - 29805
EP - 29826
JO - Multimedia Tools and Applications
JF - Multimedia Tools and Applications
IS - 19
ER -