Abstract
Protection of manuscript accessible online is always an apprehension for researchers. Many ideas had come up for copyright protection and authentication of such documents. One of the admired keys to provide safety to the owner’s data is digital watermarking. It is the process of hiding the secret message (text, audio, image, logo, signature) into the document for providing authentication. A watermarking mechanism is said to be effectual if it offers high imperceptibility, robustness against attacks, security and last but not the least has the high correlation value of extracted watermark with the original one. Numerous survey papers are available in literature taking only a few techniques or parameters into account, but this paper takes almost all frequency domain (standalone and hybrid) methods in absence and presence of geometric and simple attacks and does an exhaustive analysis on the same. MATLAB software is used for implementation. Results illustrate the superlative technique under the influence of simple attacks is DWT-FFT, and under geometric attacks DWT-SVD is preeminent.
Similar content being viewed by others
References
Abraham J, Paul V (2016) A DCT based imperceptible color image watermarking scheme. Int J Signal Process Image Process Pattern Recogn 9(7):137–146
Akhaee MA, Mohammad Ebrahim Sahraeian S, Marvasti F (2010) Contourlet-based image watermarking using optimum detector in a Noisy environment. IEEE Trans Image Process 19(4):967–980
Al-Afandy KA, El-Shafai W, El-Rabaie E-SM, Abd El-Samie FE, Faragallah OS, El-Mhalaway A, Shehata AM, El-Banby GM, El-Halawany MM (2018) Robust hybrid watermarking techniques for different color imaging systems. Multimed Tools Appl, Springer Science+Business Media, LLC, part of Springer Nature 77(19):25709–25759
Al-Ataby A, Al-Naima F (2010) A modified high capacity image steganography technique based on wavelet transform. Int Arab J Inform Technol 7(4):358–364
Anita Pradhan KRS, Swain G (2016) Digital image steganography based on seven way pixel value differencing. Indian J Sci Technol 9(37):1–11
Arya H, Singh S, Kushwah BV, Jain P (2016) A Survey on Digital Watermarking Techniques. Int J Eng Technol Sci Res IJETSR ISSN 2394–3386 3(5):240–245
Md Asikuzzaman And Mark R. Pickering, “An Overview Of Digital Video Watermarking”, IEEE Trans Circ Syst Video Technol, Volume 28, Issue 9 , pp.2061–2077, 2018
Assini I, Badri A, Safi K, Sahel A, Baghdad A (2017) Hybrid multiple watermarking technique for securing medical image using DWT-FWHT-SVD. 3rd international conference on advanced Technologies for Signal and Image Processing – ATSIP '2017, Fez, Morocco
Bhaskar T, Vasumathi D (2015) DCT based watermark embedding into mid frequency of DCT coefficients using luminance component. Int Res J Eng Technol (IRJET) 02(3):738–741
Chaudhari MM, Pawar KN (2015) Stationary wavelet transform based steganography for transmitting images. International Journal of Innovative Research in Science, Engineering and Technology 4(12):12064–12069
Dar SB, Dar AB (2014) Watermarking in frequency domain a review. Int J Eng Comput Sci ISSN: 2319–7242 3(11):9215–9218
Dar SB, Dar AB (2014) Watermarking in frequency domain a review. Int J Eng Comput Sci ISSN:2319–7242 3(11):9215–9218
Dar SB, Dar AB (2014) Watermarking in frequency domain a review. Int J Eng Comput Sci 3(11):9215–9218
Dhall S, Bhushan B, Gupta S (2016) An improved hybrid mechanism for secure data communication. Int J Comput Netw Inform Sec 8(6):67–78
Dinesh Kumar G, Teja DP, Sykam SR, Devi NS (2017) An efficient watermarking technique for biometric images. 7th Int Conf Adv Comput Commun ICACC 2017 115(2):423–430
Do MN, Vetterli M, Fellow IEEE (2005) The Contourlet transform: an efficient directional multiresolution image representation. IEEE Trans Image Process 14(12):2091–2106
Favorskaya M, Oreshkina E (2015) Digital gray-scale watermarking based on biometrics. Intell Interact Multimed Syst Services 40:203–214
Fazlali HR, Samavi S, Karimi N, Shirani S (2017) Adaptive blind image watermarking using edge pixel concentration. Multimed Tools Appl 76(2):23459–23479
Goel S, Rana A, Kaur M (2013) A review of comparison techniques of image steganography. IOSR J Electr Electron Eng (IOSR-JEEE) 6(1):9–14
Guru J, Damecha H (2014) Digital watermarking classification: a survey. Int J Comput Sci Trends Technol (IJCST) 2(5):8–13
Hallur SR, Kuri S, Kulkarni GH (2015) Robust digital watermarking using DWT-DCT-SVD algorithms for color image. Int J Curr Eng Technol 5(4):2722–2727
Hemani, Singh S (2017) A survey of digital watermarking techniques and performance evaluation metrics. Int J Eng Trends Technol 46(2):128–132
Ingale SP, Dhote CA (2016) Digital watermarking algorithm using DWT technique. International Journal of Computer Science and Mobile Computing, IJCSMC 5(5):1–9
Irfan M, Zheng L, Shahzad H (2013) Review of computing algorithms for discrete fractional Fourier transform. Res J Appl Sci Eng Technol 6(11):1911–1919
Islam MS, Chong UP (2014) A digital image watermarking algorithm based on DWT DCT and SVD. Int J Comput Commun Eng 3(5):356–360
Jain P, Ghanekar U (2017) Robust watermarking technique for textured images. 6th Int Conf Smart Comput Commun ICSCC 2017 Procedia Comput Sci 125:179–186
Jain R, Jain M (2015) Digital image watermarking using 3-level DWT and FFT via image compression. Int J Comput Appl 124(16):35–38
Jane O, Elbaõ E, Lk HG (2014) Hybrid non-blind watermarking based on DWT and SVD. J Appl Res Technol 12(4):750–761
Jangde K, Raja R (2014) Image compression based on discrete wavelet and lifting wavelet transform technique. Int J Sci Eng Technol Res (IJSETR) 3(3):394–399
Katharotiya A k, Patel S, Goyani M (2011) Comparative analysis between DCT & DWT techniques of image compression. J Inform Eng Appl 1(2):9–17
Kullayamma and Sathyanarayana (2016) A novel method of digital image watermarking in spatial domain based on interpolation. International J Adv Res Comput Commun Eng 5(2):451–457
Kumar Sahu A, Swain G (2018) An improved data hiding technique using bit differencing and LSB matching. Int Netw Indonesia J 10(1):17–21
kumar M, Manikandan T, Sapthagirivasan V (2011) Non-blind image watermarking using countourlet transform. Indian J Comput Sci Eng (IJCSE) 2(1):31–38
Lai C-C, Tsai C-C (2010) Digital image watermarking using discrete wavelet transform and singular value decomposition. IEEE Trans Instrum Meas 59(11):3060–3063
Lokeswara Reddy V, Subramanyam DA, Chenna Reddy DP (2011) Implementation of LSB steganography and its evaluation for various file formats. Int J Ad Netw Appl 2(5):868–872
Loukhaoukha K, Refaey A, Zebbiche K, Nabti M (2015) On the security of robust image watermarking algorithm based on discrete wavelet transform, discrete cosine transform and singular value decomposition. Appl Math Inf Sci 9(3):1159–1166
Manikandaprabu S, Ayyasamy S (2014) An efficient watermarking algorithm based on DWT and FFT approach. Int J Comput Sci Eng (IJCSE) 6(6):211–216
Media K (2018) Online copyright infringement tracker latest wave of research” published by intellectual property office
Pambi M, Swapna E (2016) A review on digital watermarking for copyright protection of digital data. Int J Innovative Eng Manag Res 5(2):169–173
Pareek S, Vyas A (2014) Hybrid watermarking techniques. 1(9):189–192
Parvathavarthini S (2014) An adaptive watermarking process in Hadamard transform. Int J Adv Inform Technol (IJAIT) 4(2):1–7
Patel MB, Patel PKR (2015) Implementation of digital image watermarking using discrete fractional Fourier transform. IJSRD - Int J Sci Res Dev 3(3):1060–1064
Pradhan A, Sahu AK, Gandharba S, Raja Sekhar K (2016) Performance evaluation parameters of image steganography techniques. IEEE Int Conf Res Adv Integrat Nav Syst 14(12):1–11
Pramanik M, Sharma K (2014) Analysis of visual cryptography, steganography schemes and its hybrid approach for security of images. Int J Emerg Technol Adv Eng 4(2):174–179
Ruanaidh JJKO, Dowling WJ, Boland FM (1996) Phase watermarking of images. IEEE Int Conf Image Process 6(3):239–242
Sahu AK, Swain G (2017) Information hiding using group of bits substitution. Int J Commun Antenna Propagation 7(2):162–167
Sahu AK, Swain G (2018) An improved image steganography using bit flipping. Cybernet Inform Technol 18(1):69–80
Saiyyad MAM, Dept NNP (2014) Watermarking of compressed images using SWT technique and fragile approach. IEEE Global Conference on Wireless Computing and Networking (GCWCN) 1(1):254–257
Sangeetha P, Chacko P (2014) Image authentication: a few approaches using digital watermarking. IJAICT 1(1):149–152
Senthilkumaran N, Abinaya S (2016) Digital image watermarking using DFT algorithm. Advanced Computing: An International Journal (ACIJ) 7(1/2):9–17
Shokrollahi Z, Yazdi M (2017) A robust blind watermarking scheme based on stationary wavelet transform. J Inform Hiding Multimed Sign Process 8(3):676–687
Singh P, Agarwal S (2013) A hybrid DCT- SVD based robust watermarking scheme for copyright protection. International Conference on Emerging Trends Eng Technol (ICETET'2013) 13(3):1–5
Snehlata Maloo NL, Pareek NK (2017) Study of digital watermarking techniques for against security attacks. Information Commun Technol Intell Syst (ICTIS 2017) 1:509–515
Sreenivas K, Kamkshi Prasad V (2018) Fragile watermarking schemes for image authentication: a survey. Int J Mach Learn Cybern 9(7):1193–1218
Sun Q, Wang L, Shao Y, Zuo J (2016) Watermarking technique based on three-coefficient comparison in DCT domain. J Supercomput 72(7):189–192
Swain G (2016) Digital image steganography using variable length Group of Bits Substitution. Procedia Comput Sci 85(4):31–38
Tejal, Rao D (2017) A review paper on image steganography and its techniques. Int J Res Appl Sci Eng Technol (IJRASET) 5(4):1756–1761
Thota NR, Devireddy SK (2008) Image compression using discrete cosine transform Nageswara. Georgian Electronic Sci J: Comput Sci Telecommun 17(3):35–43
Tiwari N, Hemrajamani N, Goyal D (2017) Improved digital image watermarking algorithm based on hybrid DWT-FFT and SVD techniques. Indian J Sci Technol 10(3):1–7
Tyagi S, Singh HV, Agarwal R, Gangwar SK (2016) Digital watermarking techniques for security applications. International conference on emerging trends in electrical, electronics and sustainable energy systems (ICETEESES–16): 380–382
Varshney Y (2017) Attacks on digital watermarks: classification, implications, benchmarks. Int J Emerg Technol (Special Issue NCETST-2017) 8(1):229–235
Vijay B, Swathi J (2015) An efficient fast Hadamard transform oriented digital image-in-image watermarking. Int J Res Appl Sci Eng Technol (IJRASET) 3(5):570–585
Viraktamath SV, Attimarad GV (2011) Impact of quantization matrix on the performance of JPEG. Int J Future Gen Commun Netw 4(3):107–118
Walia E, Jain P, Navdeep (2010) An analysis of LSB & DCT based steganography. Global J Comput Sci Technol 10(1):4–8
Yadav K, Kaushik A (2013) A Review of hybrid digital watermarking. Int J Eng Trends Technol (IJETT) 4(Issue 7):3123–3126
Yadav M, Kumar A (2017) Digital image watermarking using SWT and SVD. International J Adv Res Comput Commun Eng 6(5):87–91
Author information
Authors and Affiliations
Corresponding author
Additional information
Publisher’s note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Chopra, A., Gupta, S. & Dhall, S. Analysis of frequency domain watermarking techniques in presence of geometric and simple attacks. Multimed Tools Appl 79, 501–554 (2020). https://doi.org/10.1007/s11042-019-08087-x
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11042-019-08087-x