TY - JOUR
T1 - Logistic-map based fragile image watermarking scheme for tamper detection and localization
AU - Sahu, Aditya Kumar
AU - Hassaballah, M.
AU - Rao, Routhu Srinivasa
AU - Suresh, Gulivindala
N1 - Publisher Copyright:
© 2022, The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature.
PY - 2023/7
Y1 - 2023/7
N2 - In this paper, two logistic-map based fragile image watermarking schemes are proposed. The first scheme is a conventional irreversible, whereas the second scheme is a reversible one. The proposed first scheme considers a pair of two consecutive host image (HI) pixels for embedding the watermark bits. At the embedding end, each HI pixel observes a maximum of ±1 modifications to produce the watermarked pixels. At the same time, the second scheme utilizes the concept of mirrored images of the HI to reproduce the image as well as the watermark bits, with minimal distortion. The experimental results show that the quality of the watermarked image is superior with an average peak signal-to-noise ratio (PSNR) of more than 51 dB for both schemes. Also, the first scheme offers excellent tamper detection and localization ability as compared to the existing state-of-art schemes. Besides, promising results are obtained in favor of the proposed scheme for measures like accuracy, true positive (TP), true negative (TN), false positive (FP), false negative (FN), and precision.
AB - In this paper, two logistic-map based fragile image watermarking schemes are proposed. The first scheme is a conventional irreversible, whereas the second scheme is a reversible one. The proposed first scheme considers a pair of two consecutive host image (HI) pixels for embedding the watermark bits. At the embedding end, each HI pixel observes a maximum of ±1 modifications to produce the watermarked pixels. At the same time, the second scheme utilizes the concept of mirrored images of the HI to reproduce the image as well as the watermark bits, with minimal distortion. The experimental results show that the quality of the watermarked image is superior with an average peak signal-to-noise ratio (PSNR) of more than 51 dB for both schemes. Also, the first scheme offers excellent tamper detection and localization ability as compared to the existing state-of-art schemes. Besides, promising results are obtained in favor of the proposed scheme for measures like accuracy, true positive (TP), true negative (TN), false positive (FP), false negative (FN), and precision.
KW - Accuracy
KW - Fragile watermarking
KW - Logistic-map
KW - Tampered detection and localization
UR - http://www.scopus.com/inward/record.url?scp=85143274996&partnerID=8YFLogxK
U2 - 10.1007/s11042-022-13630-4
DO - 10.1007/s11042-022-13630-4
M3 - Article
AN - SCOPUS:85143274996
SN - 1380-7501
VL - 82
SP - 24069
EP - 24100
JO - Multimedia Tools and Applications
JF - Multimedia Tools and Applications
IS - 16
ER -