Hybrid Successive CFA Image Encryption-Watermarking Algorithm Based on the Quaternionic Wavelet Transform (QWT) — Oak Academic Publishing
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Hybrid Successive CFA Image Encryption-Watermarking Algorithm Based on the Quaternionic Wavelet Transform (QWT)
Energy, Signal, Imaging and Automatic Laboratory (LESIA), Department of Electrical and Industrial Automatic Engineering, National School of Agro-Industrial Sciences (ENSAI), University of Ngaoundere, Ngaoundere, Cameroon
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Mapping Production Division, Department of Data Collection, National Institute of Cartography, Yaounde, Cameroon
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Energy, Signal, Imaging and Automatic Laboratory (LESIA), Department of Electrical and Industrial Automatic Engineering, National School of Agro-Industrial Sciences (ENSAI), University of Ngaoundere, Ngaoundere, Cameroon
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Department of Physics, Higher Teacher Training College, University of Maroua, Maroua, Cameroon
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Department of Physics, Faculty of Science (FS), University of Ngaoundere, Ngaoundere, Cameroon
1 Energy, Signal, Imaging and Automatic Laboratory (LESIA), Department of Electrical and Industrial Automatic Engineering, National School of Agro-Industrial Sciences (ENSAI), University of Ngaoundere, Ngaoundere, Cameroon
2 Mapping Production Division, Department of Data Collection, National Institute of Cartography, Yaounde, Cameroon
3 Energy, Signal, Imaging and Automatic Laboratory (LESIA), Department of Electrical and Industrial Automatic Engineering, National School of Agro-Industrial Sciences (ENSAI), University of Ngaoundere, Ngaoundere, Cameroon
4 Department of Physics, Higher Teacher Training College, University of Maroua, Maroua, Cameroon
5 Department of Physics, Faculty of Science (FS), University of Ngaoundere, Ngaoundere, Cameroon
In this paper, we present a new robust hybrid algorithm combining successively chaotic encryption and blind watermarking of images based on the quaternionic wavelet transform (QWT) to ensure the secure transfer of digital data. The calculations of the different evaluation parameters have been performed in order to determine the robustness of our algorithm to certain attacks. The application of this hybrid algorithm on CFA (Color Filter Array) images, allowed us to guarantee the integrity of the digital data and to propose an autonomous transmission system. The results obtained after simulation of this successive hybrid algorithm of chaotic encryption and then blind watermarking are appreciated through the values of the evaluation parameters which are the peak signal - to - noise ratio (PSNR) and the correlation coefficient (CC), and by the visual observation of the extracted watermarks before and after attacks. The values of these parameters show that this successive hybrid algorithm is robust against some conventional attacks.
Rey, C. (2003) Tatouage d’image: Gain en robustesse et intégrité des images. Thèse, Université d’Avignon et des pays de Vaucluse, Avignon.
Manoury, A. (2001) Tatouage d’images numériques par paquets d’ondelettes. Thèse de Doctorat, Ecole Centrale de Nantes, Université de Nantes, Nantes.
Anstett, F. (2005) Les systems dynamiques chaotiques pour le chiffrement: Synthèse et cryptanalyse. Centre de Recherche en Automatique de Nancy (CRAN), Nancy.
Nkapkop, J.D., Effa, J.Y., Borda, M., Ciprian, A., Bitjoka, L. and Alidou, M. (2016) Efficient Chaos-Based Cryptosystem for Real Time Applications. Acta Technica Napocensis Electronics and Telecommunications, 57, 5-10.
Tsafack, N., Sankar, S., Bassem, A.E., Kengne, J., Jithin, K.C., Belazi, A., Mehmood, I., Bashir, A., Song, O.Y., and Ahmed, A.E.L. (2016) A New Chaotic Map with Dynamic Analysis and Encryption Application in Internet of Health Things. IEEE Access, 8, 137731-137744. https://doi.org/10.1109/ACCESS.2020.3010794
Gunjal, B.L. and Mali, S.N. (2011) Secured Color Image Watermarking Technique in DWT-DCT Domain. International Journal of Computer Science, Engineering and Information Technology (IJCSEIT), 1, 36-44.
Mei, J., et al. (2009) A Digital Watermarking Algorithm Based on DCT and DWT. Proceedings of the International Symposium on Web Information Systems and Applications, Nanchang, 22-24 May 2009, 104-107.
Liu, X.-L., Lin, C.-C. and Yuan, S.-M. (2016) Blind Dual Watermarking for Color Images Authentication and Copyright Protection. IEEE Transactions on Circuits and Systems for Video Technology, 28, 1047-1055. https://doi.org/10.1109/TCSVT.2016.2633878
Ralaivao, H.H., Randriamitantsoa, P.A. and Raminoson, T. (2016) Sécurisation des images par combinaison de tatouage et de cryptage. MADA-ETI, Vol. 1. https://www.madarevues.gov.mg
Rakotondraina, T.E., Ramafiarisona, H.M. and Randriamitantsoa, A.A. (2016) Transfert sécurisé d’images dans le domaine de la TFD. MADA-ETI, Vol. 1. https://www.madarevues.gov.mg
Autrusseau, F., Guedon, J.P. and Bizais, Y. (2003) Watermarking and Cryptographic Schemes for Medical Imaging. SPIE Medical Imaging, Image Processing, Vol. 5032, 958-965.
Puech, W., Dumas, M., Borie, J.C. and Puech, M. (2001) Tatouage d’images cryptées pour l’aide au Télédiagnostic. Proceedings 18th Colloque Traitement du Signal et des Images, GRETSI’01, Toulouse, Septembre 2001.
Sunjay, B. and Raman, A. (2011) Chaos-Based Robust Watermarking Algorithm for Rightful Ownership Protection. International Journal of Image and Graphics, 11, 471-493. https://doi.org/10.1142/S0219467811004263
Noura, A., Ntsama, P. and Bitjoka, L. (2017) A Robust Biomedical Images Watermarking Scheme Based on Chaos. International Journal of Computer Science and Security (IJCSS), 11, 1-18.
Puech, W. and Marconi, J.R. (2005) Crypto-Compression of Medical Images by Selective Encryption of DCT. EUSIPCO’05, Antalya, September 2005, 1-10. https://hal-lirmm.ccsd.cnrs.fr/lirmm-00106485
Rastislav, L. and Konstantinos, N.P. (2005) Color Filter Arrays: Design and Performance Analysis. IEEE Transactions on Consumer Electronics, 51, 1260-1267. https://doi.org/10.1109/TCE.2005.1561853
Zhang, L., Wu, X., Buades, A. and Li, X. (2011) Color Demosaicking by Local Directional Interpolation and Non-Local Adaptive Thresholding. Journal of Electronic Imaging, 20, Article ID: 023016. https://doi.org/10.1117/1.3600632
Li, X., Gunturk, B. and Zhang, L. (2008) Image Demosaicing: A Systematic Survey. Proceedings of the SPIE—The International Society for Optical Engineering, Vol. 6822, 68221J. https://doi.org/10.1117/12.766768
Yang, Y. (2009) Contribution à l’évaluation objective de la qualité d’images couleur estimées par dématriçage. Université des Sciences et Technologies de Lille, Lille.
Rastislav, L. and Konstantinos, N.P. (2007) Single-Sensor Camera Image Processing et Color Image Processing: Methods and Applications. CRC Press, London, 363-392. https://doi.org/10.1201/9781420009781.ch16
Bülow, T. (1999) Hypercomplex Spectral Signal Representations for Image Processing and Analysis. Ph.D. Thesis, Inst. f. Informatik u. Prakt. Math. Der Christian-Albrechts-Universität zu Kiel, Kiel.
Le Bihan, N. (2003) Traitement quaternionique des images couleur. Colloques sur le Traitement du Signal et des Images, GRETSI (Groupe d’Etudes du Traitement du Signal et des Images).
Soulard, R. and Carré, P. (2010) Quaternionic Wavelets for Texture Classification. Proceedings of the 35th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2010), Dallas, 15-19 March 2010, 4134-4137. https://doi.org/10.1109/ICASSP.2010.5495732
Chan, W.L., Choi, H.H. and Baraniuk, R.G. (2008) Coherent Multiscale Image Processing Using Dual-Tree Quaternion Wavelets. IEEE Transactions on Image Processing, 17, 1069-1082. https://doi.org/10.1109/TIP.2008.924282
Abena Ndongo, H., Eloundou Ebassa, B.L., Bitjoka, L. and Tieudjo, D. (2021) Securing CFA Images through the Simultaneous Hybrid Encryption-Watermarking Method Using Quaternions. Journal of Image Processing & Pattern Recognition Progress, 8, 17-28. http://computers.stmjournals.com/index.php?journal=JoIPPRP&page=index
Madhu, C. and Anant Shankar, E. (2017) Image Compression Using Quaternion Wavelet Transform. Helix, 8, 2691-2695. https://doi.org/10.29042/2018-2691-2695
Kingsbury, N. (2001) Complex Wavelets for Shift in Variant Analysis and Filtering of Signals. Applied and Computational Harmonic Analysis, 10, 234-253. https://doi.org/10.1006/acha.2000.0343
Boccaletti, S., Kurths, J., Osipov, G., Valladares, D.L. and Zhou, C.S. (2002) The Synchronization of Chaotic Systems. Physics Reports, 366, 1-101. https://doi.org/10.1016/S0370-1573(02)00137-0
National Bureau of Standards (1977) Data Encryption Standard, Federal Information Processing Standard.
Tsafack, N., Kengne, J., Abd-El-Atty, B., Iliyasu, A.M., Hirota, K., and Abd EL-Latif, A.A. (2020) Design and Implementation of a Simple Dynamical 4-D Chaotic Circuit with Applications in Image Encryption. Informing Science, 515, 191-217. https://doi.org/10.1016/j.ins.2019.10.070
Abena, H., Eloundou, B.L., Bitjoka, L. and Tieudjo, D. (2021) Blind Watermarking of CFA Images Based on Quaternions. Far East Journal of Electronics and Communications, 24, 67-80. https://doi.org/10.17654/EC024010067
Marconi, J.R. (2006) Transfert sécurisé d’images par combinaison de techniques de compression, cryptage et marquage. Thèse, Université de Montpellier II, Montpellier.
Khalfallah, A., Kammoun, F., Salim, M.B. and Christian, O. (2006) Evaluation du crypto-tatouage sémi-aveugle par le chaos dans le domaine multiresolution à base d’ondelette 9/7. 9ième Conférence Maghrébine sur les technologies de l’information, MCSEAI’06, Agadir, Hermes-Lavoisier, Traité IC2, 269-298. https://hal-lirmm.ccsd.cnrs.fr/lirmm-00129595
Puech, W. and Coatrieux, G. (2008) Hybrid Coding: Encryption-Watermarking-Compression for Medical Information Security. Version 1, Chapitre d’ouvrage.
Mohamed, B.A., Esam, A.H., El-Sayed, E.A., Mohamed, M.A. and Moustafa, A.H. (2019) Image Encryption and Watermarking Combined Dynamic Chaotic Hopping Pattern with Double Random Phase Encoding DRPE. Optical and Quantum Electronics, 51, Article No. 246. https://doi.org/10.1007/s11082-019-1961-2