Research Article

Visible Image Watermarking Based on Image Fusion with Shearlet Transform Using Genetic Algorithm

Volume: 13 Number: 3 December 31, 2017
EN

Visible Image Watermarking Based on Image Fusion with Shearlet Transform Using Genetic Algorithm

Abstract

In this paper, visible image watermarking based on image fusion with shearlet transform using genetic algorithm is proposed. The proposed method consists of three steps. First of all steps, shearlet transform is separately applied to host image and mark image.  Secondly, weighted image fusion rate is determined by using genetic algorithm and fused image is obtained according to optimized image fusion rate. Finally, visible watermarked image is obtained by applying inverse shearlet transform to fused image. Visible watermarked image is assessed by quality metrics and these results show that the proposed method is satisfactory for visible image watermarking based on image fusion with shearlet transform using genetic algorithm.

Keywords

References

  1. 1. Aslantaş, Özer ve arkadaşları, “Genetik Algoritma ile Ayrık Kosinüs Dönüşümü Tabanlı Yeni Bir Resim Damgalama Yöntemi”,IEEE, 2009.
  2. 2. Wei, Li, and others, “Image Watermarking Based on Genetic Algorithm”, China, 2006.
  3. 3. Zhang and Hu, “Curvelet Image Watermarking Using Genetic Algorithms”, Congress on Image and Signal Processing, China, 2008.
  4. 4. Jagadeesh, Kumar ve arkadaşları, “Image Watermarking Scheme Using Singular Value Decomposition,Quantization and Genetic Algorithm”, International Conference on Signal Acquisition and Processing, India, 2010
  5. 5. Aslantas V, Kurban R, "Genetik Algoritma Kullanarak Görüntü Kaynaştırma Tabanlı Görünür Damgalama", 3. Uluslararası Katılımlı Bilgi Güvenliği ve Kriptoloji Konferansı, Ankara, 2008.
  6. 6. I.J.Cox, M.L.Miller, and J.A. Bloom, “Digital Watermarking,” Morgan Kaufmann Publishers, 2002.
  7. 7. J.S.Pan, H.C.Huang, and L.C.Jain, “Intelligent Watermarking Techniques,” World Scientific Publishing Company, 2004.
  8. 8. C.H.Huang and J.L.Wu, “A watermark optimizationtechnique based on genetic algorithms,” Proceedings of the SPIE-Visual Communications Image Processing, vol.3971, pp.516-523, February 2000.

Details

Primary Language

English

Subjects

Engineering

Journal Section

Research Article

Authors

Harun Akbulut *
BOZOK ÜNİVERSİTESİ
Türkiye

Publication Date

December 31, 2017

Submission Date

December 31, 2017

Acceptance Date

December 31, 2017

Published in Issue

Year 2017 Volume: 13 Number: 3

APA
Akbulut, H., Aslantas, V., & Ulutaş, H. (2017). Visible Image Watermarking Based on Image Fusion with Shearlet Transform Using Genetic Algorithm. Electronic Letters on Science and Engineering, 13(3), 1-9. https://izlik.org/JA34HW86XB
AMA
1.Akbulut H, Aslantas V, Ulutaş H. Visible Image Watermarking Based on Image Fusion with Shearlet Transform Using Genetic Algorithm. Electronic Letters on Science and Engineering. 2017;13(3):1-9. https://izlik.org/JA34HW86XB
Chicago
Akbulut, Harun, Veysel Aslantas, and Hasan Ulutaş. 2017. “Visible Image Watermarking Based on Image Fusion With Shearlet Transform Using Genetic Algorithm”. Electronic Letters on Science and Engineering 13 (3): 1-9. https://izlik.org/JA34HW86XB.
EndNote
Akbulut H, Aslantas V, Ulutaş H (December 1, 2017) Visible Image Watermarking Based on Image Fusion with Shearlet Transform Using Genetic Algorithm. Electronic Letters on Science and Engineering 13 3 1–9.
IEEE
[1]H. Akbulut, V. Aslantas, and H. Ulutaş, “Visible Image Watermarking Based on Image Fusion with Shearlet Transform Using Genetic Algorithm”, Electronic Letters on Science and Engineering, vol. 13, no. 3, pp. 1–9, Dec. 2017, [Online]. Available: https://izlik.org/JA34HW86XB
ISNAD
Akbulut, Harun - Aslantas, Veysel - Ulutaş, Hasan. “Visible Image Watermarking Based on Image Fusion With Shearlet Transform Using Genetic Algorithm”. Electronic Letters on Science and Engineering 13/3 (December 1, 2017): 1-9. https://izlik.org/JA34HW86XB.
JAMA
1.Akbulut H, Aslantas V, Ulutaş H. Visible Image Watermarking Based on Image Fusion with Shearlet Transform Using Genetic Algorithm. Electronic Letters on Science and Engineering. 2017;13:1–9.
MLA
Akbulut, Harun, et al. “Visible Image Watermarking Based on Image Fusion With Shearlet Transform Using Genetic Algorithm”. Electronic Letters on Science and Engineering, vol. 13, no. 3, Dec. 2017, pp. 1-9, https://izlik.org/JA34HW86XB.
Vancouver
1.Harun Akbulut, Veysel Aslantas, Hasan Ulutaş. Visible Image Watermarking Based on Image Fusion with Shearlet Transform Using Genetic Algorithm. Electronic Letters on Science and Engineering [Internet]. 2017 Dec. 1;13(3):1-9. Available from: https://izlik.org/JA34HW86XB