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2018 | OriginalPaper | Chapter

Performance Analysis of Wavelet Transform Based Copy Move Forgery Detection

Authors : C. V. Melvi, C. Sathish Kumar, A. J. Saji, Jobin Varghese

Published in: Soft Computing Systems

Publisher: Springer Singapore

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Abstract

In the modern world, digital images are the sources of information. These sources can be manipulated by image processing and editing software. Image authenticity becomes a socially relevant issue in image forensics. Copy move is a main digital image forgery attack where the region of image is copied and pasted in the same image at different locations for hiding the information. This paper presents an analysis of accuracy in detecting copy move forgery based on different types of wavelet transform. For each wavelet transform, analysis is done at different levels of decomposition. The result indicates that both stationary wavelet transform (SWT) and lifting wavelet transform (LWT) work more effectively as compared to discrete wavelet transform (DWT).

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Literature
1.
go back to reference Solorio, B., Nandi, A.K.: Exposing duplicated regions affected by reflection, rotation and scaling. In: Proceedings of International Conference on Acoustics Speech and Signal Processing, pp. 1880–1883 (2011) Solorio, B., Nandi, A.K.: Exposing duplicated regions affected by reflection, rotation and scaling. In: Proceedings of International Conference on Acoustics Speech and Signal Processing, pp. 1880–1883 (2011)
2.
go back to reference Gupta, A., Saxena, N., Vasistha, S.K: Detecting copy move forgery using DCT. Int. J. Sci. Res. Publ. 3, 1–4 (2013) Gupta, A., Saxena, N., Vasistha, S.K: Detecting copy move forgery using DCT. Int. J. Sci. Res. Publ. 3, 1–4 (2013)
3.
go back to reference Ardizzone, E., Bruno, A., Mazzola, G.: Copy-move forgery detection via texture description. In: Proceedings of the 2nd ACM Workshop on Multimedia in Forensics, Security and Intelligence, pp. 59–64 (2010) Ardizzone, E., Bruno, A., Mazzola, G.: Copy-move forgery detection via texture description. In: Proceedings of the 2nd ACM Workshop on Multimedia in Forensics, Security and Intelligence, pp. 59–64 (2010)
4.
go back to reference Popescu, A.C., Farid, H.: Exposing digital forgeries by detecting duplicated image regions. Technology report TR2004-515, Department Computer Science, Dartmouth College (2004) Popescu, A.C., Farid, H.: Exposing digital forgeries by detecting duplicated image regions. Technology report TR2004-515, Department Computer Science, Dartmouth College (2004)
5.
go back to reference Mohamadian, Z., Pouyan, A.: Detection of duplication forgery in digital images in uniform and non-uniform regions. In: International Conference on Computer Modelling and Simulation (UKSim), pp. 455–460 (2013) Mohamadian, Z., Pouyan, A.: Detection of duplication forgery in digital images in uniform and non-uniform regions. In: International Conference on Computer Modelling and Simulation (UKSim), pp. 455–460 (2013)
6.
go back to reference Thajeel, S.A., Sulong, G.B.: State of the art of copy-move forgery detection techniques: a review. Int. J. Comput. Sci. Issues 10, 174–183 (2013) Thajeel, S.A., Sulong, G.B.: State of the art of copy-move forgery detection techniques: a review. Int. J. Comput. Sci. Issues 10, 174–183 (2013)
7.
go back to reference Reshma, R., Niya, J.: Keypoint extraction using SURF algorithm for CMFD. In: International Conference on Advances in Computing and Communications, vol. 93, pp. 375–381 (2016) Reshma, R., Niya, J.: Keypoint extraction using SURF algorithm for CMFD. In: International Conference on Advances in Computing and Communications, vol. 93, pp. 375–381 (2016)
8.
go back to reference Hashmi, M.F., Hambarde, A.R., Keskar, A.G.: Copy move forgery detection using DWT and SIFT features. In: International Conference on Intelligent Systems Design and Applications (ISDA), pp. 188–193 (2013) Hashmi, M.F., Hambarde, A.R., Keskar, A.G.: Copy move forgery detection using DWT and SIFT features. In: International Conference on Intelligent Systems Design and Applications (ISDA), pp. 188–193 (2013)
9.
go back to reference Mahmooda, T., Irtazab, A., Mehmood, Z., Mahmood, M.T.: Copy move forgery detection through stationary wavelets and local binary pattern variance for forensic analysis in digital images. Forensic Sci. Int. 279, 8–21 (2017)CrossRef Mahmooda, T., Irtazab, A., Mehmood, Z., Mahmood, M.T.: Copy move forgery detection through stationary wavelets and local binary pattern variance for forensic analysis in digital images. Forensic Sci. Int. 279, 8–21 (2017)CrossRef
Metadata
Title
Performance Analysis of Wavelet Transform Based Copy Move Forgery Detection
Authors
C. V. Melvi
C. Sathish Kumar
A. J. Saji
Jobin Varghese
Copyright Year
2018
Publisher
Springer Singapore
DOI
https://doi.org/10.1007/978-981-13-1936-5_15

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