A robust video watermarking using simulated block based spatial domain technique

A digital watermark embeds an imperceptible signal into data such as audio, video and images, for different purposes including authentication and tamper detection. Tamper detection techniques for video watermarking play a major role of forensic evidence in court. The existing techniques for concealing information in the multimedia host are mostly based on spatial domain rather than frequency domain. The spatial domain techniques are not as robust as frequency domain techniques. In order to improve the robustness of spatial domain, a watermark can be embedded several times repeatedly. In order for spatial domain techniques to be more efficient, more payload is needed to embed additional information. The additional information would include the redundant watermarks to ensure the achievable robustness and more metadata of pixels to ensure achievable efficiency to detect more attacks. All these required additional information will degrade the imperceptibility. This research focuses on video watermarking, particularly with respect to Audio Video Interleaved (AVI) form of video file format. The block-wise method is used to determine which block exactly altered. A high imperceptible and efficient tamper detection watermarking technique is proposed which embeds in first and second Least Significant Bits (LSB). The proposed technique divides the video stream to 2*2 nonoverlapping simulated blocks. Nine common attacks to video have been applied to the proposed technique. An imperceptible and efficient tamper detection technique with a novel method of video segmentation to comprise more pixels watermarked is proposed. Experimental results show the technique is able to detect the attacks with the average of Peak Signal-to-Noise Ratio (PSNR) as 47.87dB. The results illustrate the proposed technique improves imperceptibility and efficiency of tamper detection.

[1]  Yuewei Dai,et al.  Optimum detection for Barni's multiplicative watermarking in DWT domain , 2008, 2008 Third International Conference on Communications and Networking in China.

[2]  Millie Pant,et al.  A robust image watermarking technique using SVD and differential evolution in DCT domain , 2014 .

[3]  David Megías,et al.  DWT-Based High Capacity Audio Watermarking , 2010, IEICE Trans. Fundam. Electron. Commun. Comput. Sci..

[4]  S. Pereira,et al.  Attacks on digital watermarks: classification, estimation based attacks, and benchmarks , 2001, IEEE Communications Magazine.

[5]  Kevin Curran,et al.  A skin tone detection algorithm for an adaptive approach to steganography , 2009, Signal Process..

[6]  V. Rajamani,et al.  Performance analysis for geometrical attack on digital image watermarking , 2011 .

[7]  Yugang Niu,et al.  A blind color image watermarking based on DC component in the spatial domain , 2013 .

[8]  Mihai Mitrea,et al.  Semi-fragile watermarking for video surveillance applications , 2012, 2012 Proceedings of the 20th European Signal Processing Conference (EUSIPCO).

[9]  Saeed Amirgholipour Kasmani,et al.  A pre-filtering method to improve watermark detection rate in DCT based watermarking , 2014, Int. Arab J. Inf. Technol..

[10]  Dan Xu,et al.  Palmprint Authentication Based on DCT-Based Watermarking , 2013 .

[11]  L. Mandic,et al.  ROBUSTNESS OF A DFT BASED IMAGE WATERMARKING METHOD AGAINST AM HALFTONING , 2011 .

[12]  Chun-Hung Chen,et al.  Print-and-scan resilient watermarking through polarizing DCT coefficients , 2013, 2012 Computing, Communications and Applications Conference.

[13]  Ming Zhang,et al.  Object based dual watermarking for video authentication , 2013 .

[14]  Fayik Al Naowk,et al.  Multi-Segment Steganography Technique , 2008, Int. Arab J. Inf. Technol..

[15]  Kun She,et al.  A Hybrid Approach of DWT and DCT for Rational Dither Modulation Watermarking , 2012, Circuits Syst. Signal Process..

[16]  Thierry Pun,et al.  Attack modelling: towards a second generation watermarking benchmark , 2001, Signal Process..

[17]  Tsong-Yi Chen,et al.  H.264 Video Authentication Based on Semi-fragile Watermarking , 2008, 2008 International Conference on Intelligent Information Hiding and Multimedia Signal Processing.

[18]  Zongwei Luo,et al.  Tamper Detection in the EPC Network Using Digital Watermarking , 2011, IEEE Security & Privacy.

[19]  Ali Al-Haj,et al.  DWT-based audio watermarking , 2011, Int. Arab J. Inf. Technol..

[20]  Aamir Saeed Malik,et al.  Dual-purpose semi-fragile watermark: Authentication and recovery of digital images , 2013, Comput. Electr. Eng..

[21]  Duanquan Xu,et al.  A Digital Watermarking Scheme Used for Authentication of Surveillance Video , 2010, 2010 International Conference on Computational Intelligence and Security.

[22]  Zhou,et al.  An H.264/AVC Video Watermarking Scheme in VLC Domain for Content Authentication , 2010 .

[23]  Putra Sumari,et al.  Steganography in digital images: Common approaches and tools , 2013 .

[24]  Marek R. Ogiela,et al.  Multimedia tools and applications , 2005, Multimedia Tools and Applications.

[25]  C. Das,et al.  A novel blind robust image watermarking in DCT domain using inter-block coefficient correlation , 2014 .

[26]  R Reyes,et al.  Digital Video Watermarking in DWT Domain Using Chaotic Mixtures , 2010, IEEE Latin America Transactions.

[27]  Anuradha Lamgunde,et al.  Palette Based Technique for Image Steganography , 2011 .

[28]  Héctor M. Pérez Meana,et al.  Robust hybrid color image watermarking method based on DFT domain and 2D histogram modification , 2014, Signal Image Video Process..

[29]  Yue Chen,et al.  A novel chaos-based fragile watermarking for image tampering detection and self-recovery , 2013, Signal Process. Image Commun..

[30]  Mariko Nakano-Miyatake,et al.  Robust Object-Based Watermarking Using SURF Feature Matching and DFT Domain , 2013 .

[31]  Hefei Ling,et al.  Real-Time Compressed- Domain Video Watermarking Resistance to Geometric Distortions , 2012, IEEE MultiMedia.

[32]  Hongtao Lu,et al.  Novel robust image watermarking based on subsampling and DWT , 2011, Multimedia Tools and Applications.

[33]  Xin Li,et al.  Hardware Implementation of a Digital Watermarking System for Video Authentication , 2013, IEEE Transactions on Circuits and Systems for Video Technology.

[34]  김진호,et al.  Real-time video watermarking scheme using of frame average , 2003 .

[35]  Chang Wook Ahn,et al.  An optimized watermarking technique based on self-adaptive DE in DWT-SVD transform domain , 2014, Signal Process..

[36]  S. R. Khot,et al.  Robustness of video watermarking against various attacks using Wavelet Transform techniques and Principle Component Analysis , 2013, 2013 International Conference on Information Communication and Embedded Systems (ICICES).

[37]  Henry Leung,et al.  Chaotic Watermarking for Video Authentication in Surveillance Applications , 2008, IEEE Transactions on Circuits and Systems for Video Technology.

[38]  Saraju P. Mohanty,et al.  Real-time perceptual watermarking architectures for video broadcasting , 2011, J. Syst. Softw..

[39]  Munaga V. N. K. Prasad,et al.  Efficient image tamper detection and recovery technique using dual watermark , 2009, 2009 World Congress on Nature & Biologically Inspired Computing (NaBIC).

[40]  Po-Chyi Su,et al.  A digital video watermarking scheme for annotating traffic surveillance videos , 2008, 2008 IEEE 10th Workshop on Multimedia Signal Processing.

[41]  Richa Singh,et al.  Integrating SVM classification with SVD watermarking for intelligent video authentication , 2009, Telecommun. Syst..

[42]  Xinxin,et al.  Semi-Fragile Audio Watermarking Algorithm in DWT Domain , 2010 .

[43]  Jian Wang,et al.  A robust audio watermarking scheme based on reduced singular value decomposition and distortion removal , 2011, Signal Process..

[44]  Chang-Tsun Li,et al.  Authentication and recovery of digital images: Potential application in video surveillance and remote sensing , 2009, 2009 Digest of Technical Papers International Conference on Consumer Electronics.

[45]  S. Behnia,et al.  Multiple-watermarking scheme based on improved chaotic maps , 2010 .

[46]  Jiying Zhao,et al.  A new video watermarking algorithm based on 1D DFT and Radon transform , 2010, Signal Process..

[47]  Aruna Chakraborty,et al.  Digital Video Watermarking using Discrete Wavelet Transform and Principal Component Analysis , 2011 .

[48]  Frank Dürr,et al.  A classification of location privacy attacks and approaches , 2012, Personal and Ubiquitous Computing.

[49]  Mehdi Semsarzadeh,et al.  Tampering Detection in Compressed Digital Video Using Watermarking , 2014, IEEE Transactions on Instrumentation and Measurement.

[50]  Seungbin Moon,et al.  An Extended DCT Domain Watermarking for Robot Vision against Geometric Image Attacks , 2013, J. Appl. Math..

[51]  Andreas Uhl,et al.  Lightweight Detection of Additive Watermarking in the DWT-Domain , 2011, IEEE Transactions on Image Processing.

[52]  Andrzej Czyzewski,et al.  Reversible video stream anonymization for video surveillance systems based on pixels relocation and watermarking , 2011, 2011 IEEE International Conference on Computer Vision Workshops (ICCV Workshops).

[53]  Yu-Fang Chung,et al.  A Reliable User Authentication and Key Agreement Scheme for Web-Based Hospital-Acquired Infection Surveillance Information System , 2012, Journal of Medical Systems.

[54]  Mita Paunwala,et al.  Biometric template protection with DCT-based watermarking , 2013, Machine Vision and Applications.

[55]  P. Surekha,et al.  PERFORMANCE COMPARISON OF OPTIMIZATION TECHNIQUES ON ROBUST DIGITAL-IMAGE WATERMARKING, AGAINST ATTACKS , 2012, Appl. Artif. Intell..

[56]  Heung-Kyu Lee,et al.  Real-time video watermarking system on the compressed domain for high-definition video contents: Practical issues , 2012, Digit. Signal Process..

[57]  Po-Chyi Su,et al.  A practical design of digital video watermarking in H.264/AVC for content authentication , 2011, Signal Process. Image Commun..

[58]  Karim Mohammadi,et al.  A hybrid intelligent SVD-based perceptual shaping of a digital image watermark in DCT and DWT domain , 2013 .

[59]  Alptekin Temizel,et al.  Real-Time Adaptive Camera Tamper Detection for Video Surveillance , 2009, 2009 Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance.

[60]  Chen-Hong Yuan,et al.  A robust watermarking algorithm based on QR factorization and DCT using quantization index modulation technique , 2012, Journal of Zhejiang University SCIENCE C.

[61]  Zahoor Jan,et al.  Robust and Imperceptible Watermarking of Video Streams for Low Power Devices , 2009, FGIT-SIP.

[62]  M. Omair Ahmad,et al.  A New Statistical Detector for DWT-Based Additive Image Watermarking Using the Gauss–Hermite Expansion , 2009, IEEE Transactions on Image Processing.

[63]  Özdemir Çetin,et al.  A new digital image steganography algorithm based on visible wavelength , 2013 .

[64]  O Cetin,et al.  A blind steganography method based on histograms on video files , 2012 .

[65]  Li Zhiyong,et al.  A Novel Digital Video Watermarking Algorithm , 2011 .

[66]  Héctor M. Pérez Meana,et al.  Transcoding resilient video watermarking scheme based on spatio-temporal HVS and DCT , 2014, Signal Process..

[67]  Gaurav Bhatnagar,et al.  A new robust reference watermarking scheme based on DWT-SVD , 2009, Comput. Stand. Interfaces.

[68]  V. P. Devassia,et al.  A robust audio watermarking in frequency domain , 2006 .

[69]  Nicolae Vizireanu,et al.  Robust wavelet-based video watermarking scheme for copyright protection using the human visual system , 2011, J. Electronic Imaging.

[70]  Majid Masoumi,et al.  Content protection in video data based on robust digital watermarking resistant to intentional and unintentional attacks , 2014, Int. Arab J. Inf. Technol..

[71]  Jicheng Wang,et al.  A novel watermarking scheme for H.264/AVC video authentication , 2011, Signal Process. Image Commun..

[72]  Chuen-Ching Wang,et al.  Fragile watermarking scheme for H.264 video authentication , 2010 .

[73]  Ersin Elbasi Robust MPEG Watermarking in DWT Four Bands , 2012 .

[74]  Na Wang,et al.  Color Image of Tamper Detection and Recovery Using Block-Based Watermarking , 2009, 2009 Fourth International Conference on Embedded and Multimedia Computing.

[75]  Andrew J. Tickle,et al.  Integration of a digital watermarking system into a Morphological Scene Change Detector (MSCD) for tamper prevention and detection , 2012, Optics/Photonics in Security and Defence.

[76]  Safya Belghith,et al.  An eigen value based watermarking scheme for tamper detection in gray level images , 2010, 2010 7th International Multi- Conference on Systems, Signals and Devices.

[77]  Anumol Joseph,et al.  Robust watermarking based on DWT SVD , 2013, ArXiv.

[78]  Chin-Chen Chang,et al.  A secure fragile watermarking scheme based on chaos-and-hamming code , 2011, J. Syst. Softw..

[79]  P. L. K. Priyadarsini,et al.  Recent Trends in Secure Personal Authentication for Iris Recognition Using Novel Cryptographic Algorithmic Techniques , 2011, 2011 International Conference on Process Automation, Control and Computing.

[80]  A. Tashk,et al.  A modified dual watermarking scheme for digital images with tamper localization/detection and recovery capabilities , 2012, 2012 9th International ISC Conference on Information Security and Cryptology.

[81]  Nicolae Vizireanu,et al.  Quantisation-based video watermarking in the wavelet domain with spatial and temporal redundancy , 2011 .

[82]  Zbigniew Piotrowski,et al.  Parallel blind digital image watermarking in spatial and frequency domains , 2013, Telecommun. Syst..

[83]  Taejeong Kim,et al.  Digital Video Watermarking Based on Histogram and Temporal Modulation and Robust to Camcorder Recording , 2008, 2008 IEEE International Symposium on Signal Processing and Information Technology.

[84]  Adiwijaya,et al.  Multiple watermarking on digital medical images for tamper detection and integrity control , 2012, 2012 2nd International Conference on Uncertainty Reasoning and Knowledge Engineering.

[85]  A. Mumtaz,et al.  Enhancing Invisibility and Robustness of DWT based Video Watermarking scheme for Copyright Protection , 2007, 2007 International Conference on Information and Emerging Technologies.

[86]  A. Sleit,et al.  An enhanced semi-blind DWT–SVD-based watermarking technique for digital images , 2012 .

[87]  Ouz Fndk,et al.  A digital robust image watermarking against desynchronization attacks , 2010 .

[88]  Gaobo Yang,et al.  A real-time dual watermarking algorithm of H.264/AVC video stream for Video-on-Demand service , 2012 .

[89]  R. S. Rajesh,et al.  Chaotic model based semi fragile watermarking using integer transforms for digital fundus image authentication , 2012, Multimedia Tools and Applications.

[90]  Shuichi Ohno,et al.  Improvement of Detection Performance in DWT-Based Image Watermarking under Specified False Positive Probability , 2011, IEICE Trans. Fundam. Electron. Commun. Comput. Sci..

[91]  Dragos Nicolae Vizireanu,et al.  A robust digital watermarking scheme for video copyright protection in the wavelet domain , 2010 .

[92]  Chin-Chen Chang,et al.  Reversible Steganography for BTC-compressed Images , 2011, Fundam. Informaticae.

[93]  Qiong Li,et al.  A Robust Watermarking Algorithm Based on Differential Energy and QIM for Uncompressed Video , 2009, 2009 Fifth International Conference on Intelligent Information Hiding and Multimedia Signal Processing.

[94]  Mohammad Reza Keyvanpour,et al.  Blind image watermarking method based on chaotic key and dynamic coefficient quantization in the DWT domain , 2013, Math. Comput. Model..

[95]  Tomas Kanocz,et al.  Digital watermarking of uncompressed video in spatial domain , 2009, 2009 19th International Conference Radioelektronika.

[96]  S. S. Bedi,et al.  Highly Robust and Imperceptible Luminance Based Hybrid Digital Video Watermarking Scheme for Ownership Protection , 2012 .

[97]  Richard E. Newman,et al.  J3: High payload histogram neutral JPEG steganography , 2010, 2010 Eighth International Conference on Privacy, Security and Trust.

[99]  Po-Chyi Su,et al.  A practical design of high-volume steganography in digital video files , 2011, Multimedia Tools and Applications.

[100]  Li Zhang,et al.  A survey of digital video watermarking , 2011, 2011 Seventh International Conference on Natural Computation.

[101]  Ron G. van Schyndel,et al.  A Hardware-Based Surveillance Video Camera Watermark , 2010, 2010 International Conference on Digital Image Computing: Techniques and Applications.