Image watermarking with feature point based synchronization robust to print-scan attack

In this paper we propose a content based multibit watermarking method robust to print-scan attack. A method to extract feature points, robust in terms of watermarking, is proposed. The location of the watermark is tied to a coordinate system defined by robust feature points. A message sequence is mapped to a directional angle of periodic patterns, which are scattered and embedded into triangles in permuted locations. In watermark extraction, an interplay between feature extraction and watermarking ensures reliability and a multibit message can be decoded blindly from the locations pointed by the key. By detecting the alignment of the autocorrelations peaks and using a coding table, a multibit message can be extracted. Experiments show that the method provides robust and blind extraction of watermark information after a print-scan attack and a set of compound attacks.

[1]  Cordelia Schmid,et al.  Scale & Affine Invariant Interest Point Detectors , 2004, International Journal of Computer Vision.

[2]  Martin Kutter,et al.  Watermarking resistance to translation, rotation, and scaling , 1999, Other Conferences.

[3]  Tomaz Erjavec,et al.  Improving Morphosyntactic Tagging of Slovene Language through Meta-tagging , 2008, Informatica.

[4]  Tony Lindeberg,et al.  Shape-adapted smoothing in estimation of 3-D shape cues from affine deformations of local 2-D brightness structure , 1997, Image Vis. Comput..

[5]  SaddikAbdulmotaleb El,et al.  A survey of RST invariant image watermarking algorithms , 2007 .

[6]  Shih-Fu Chang,et al.  Distortion Modeling and Invariant Extraction for Digital Image Print-and-Scan Process , 2000 .

[7]  Sushil K. Bhattacharjee,et al.  Towards second generation watermarking schemes , 1999, Proceedings 1999 International Conference on Image Processing (Cat. 99CH36348).

[8]  Xiangyang Wang,et al.  Invariant image watermarking using multi-scale Harris detector and wavelet moments , 2010, Comput. Electr. Eng..

[9]  Sviatoslav Voloshynovskiy,et al.  Watermark template attack , 2001, IS&T/SPIE Electronic Imaging.

[10]  Chang Dong Yoo,et al.  Localized image watermarking based on feature points of scale-space representation , 2004, Pattern Recognit..

[11]  Nikolas P. Galatsanos,et al.  Affine transformation resistant watermarking based on image normalization , 2002, Proceedings. International Conference on Image Processing.

[12]  Jae-Gark Choi,et al.  Image Normalization Using Invariant Centroid for RST Invariant Digital Image Watermarking , 2002, IWDW.

[13]  Jun Wu,et al.  A New Digital Image Watermarking Algorithm Resilient to Desynchronization Attacks , 2007, IEEE Transactions on Information Forensics and Security.

[14]  M. Hemahlathaa,et al.  A feature-based robust digital image watermarking scheme , 2012, 2012 International Conference on Computing, Communication and Applications.

[15]  Tony Lindeberg,et al.  Feature Detection with Automatic Scale Selection , 1998, International Journal of Computer Vision.

[16]  Christopher G. Harris,et al.  A Combined Corner and Edge Detector , 1988, Alvey Vision Conference.

[17]  Chang Dong Yoo,et al.  Image watermarking based on invariant regions of scale-space representation , 2006, IEEE Transactions on Signal Processing.

[18]  Ahmed H. Tewfik,et al.  Geometric distortion correction through image normalization , 2000, 2000 IEEE International Conference on Multimedia and Expo. ICME2000. Proceedings. Latest Advances in the Fast Changing World of Multimedia (Cat. No.00TH8532).

[19]  B. S. Manjunath,et al.  `Print and Scan' Resilient Data Hiding in Images , 2006, IEEE Transactions on Information Forensics and Security.

[20]  Heung-Kyu Lee,et al.  Evaluation of Feature Extraction Techniques for Robust Watermarking , 2005, IWDW.

[21]  Murat Gevrekci,et al.  Illumination robust interest point detection , 2009, Comput. Vis. Image Underst..

[22]  Benoit M. Macq,et al.  Geometrically invariant watermarking using feature points , 2002, IEEE Trans. Image Process..

[23]  Korris Fu-Lai Chung,et al.  Feature based robust watermarking using image normalization , 2010, Comput. Electr. Eng..

[24]  Tapio Seppänen,et al.  Image watermarking with a directed periodic pattern to embed multibit messages resilient to print-scan and compound attacks , 2010, J. Syst. Softw..

[25]  Thierry Pun,et al.  Rotation, scale and translation invariant spread spectrum digital image watermarking , 1998, Signal Process..

[26]  Shiyan Hu,et al.  Geometric-Invariant Image Watermarking by Key-Dependent Triangulation , 2008, Informatica.

[27]  PunThierry,et al.  Rotation, scale and translation invariant spread spectrum digital image watermarking , 1998 .