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2020 | OriginalPaper | Chapter

1. Introduction

Authors : Aniket Roy, Rahul Dixit, Ruchira Naskar, Rajat Subhra Chakraborty

Published in: Digital Image Forensics

Publisher: Springer Singapore

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Abstract

In this chapter, an introduction to the essence of digital image forensics has been given, including its differences with more widely known multimedia security techniques such as watermarking and steganography. Using illustrative examples, several image forensics techniques have been discussed. This chapter aims to make the reader interested in this budding research domain.

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Literature
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Birajdar, G.K., Mankar, V.H.: Digital image forgery detection using passive techniques: a survey. Digit. Investig. 10(3), 226–245 (2013)CrossRef
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Cox, I., Miller, M., Bloom, J., Fridrich, J., Kalker, T.: Digital Watermarking and Steganography, vol. 2. Morgan Kaufmann Publishers (2008)
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Karras, T., Aila, T., Laine, S., Lehtinen, J.: Progressive growing of gans for improved quality, stability, and variation (2017). arXiv preprint  arXiv:​1710.​10196
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Naskar, R., Malviya, P., Chakraborty, R.S.: Digital forensics: state-of-the-art and open problems. Innovative Research in Attention Modeling and Computer Vision Applications, pp. 260 (2015)
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Roy, A., Chakraborty, R.S.: Optimal distortion estimation for prediction error expansion based reversible watermarking. In: International Workshop on Digital Watermarking, pp. 265–279. Springer (2016)
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Roy, A., Chakraborty, R.S., Naskar, R.: Reversible color image watermarking in the YCoCg-R color space. In: International Conference on Information Systems Security, pp. 480–498. Springer (2015)
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Roy, A., Maiti, A.K., Ghosh, K.: A perception based color image adaptive watermarking scheme in YCbCr space. In: 2015 2nd International Conference on Signal Processing and Integrated Networks (SPIN), pp. 537–543. IEEE (2015)
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Roy, A., Maiti, A.K., Ghosh, K.: An HVS inspired robust non-blind watermarking scheme in YCbCr color space. Int. J. Image Graph. 18(03), 1850015 (2018)CrossRef
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Roy, A., Tariang, D.B., Chakraborty, R.S., Naskar, R.: Discrete cosine transform residual feature based filtering forgery and splicing detection in JPEG images. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, pp. 1552–1560 (2018)
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Tariang, D.B., Roy, A., Chakraborty, R.S., Naskar, R.: Automated JPEG forgery detection with correlation based localization. In: 2017 IEEE International Conference on Multimedia & Expo Workshops (ICMEW), pp. 226–231. IEEE (2017)
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Metadata
Title
Introduction
Authors
Aniket Roy
Rahul Dixit
Ruchira Naskar
Rajat Subhra Chakraborty
Copyright Year
2020
Publisher
Springer Singapore
Book
Digital Image Forensics

Print ISBN: 978-981-10-7643-5

Electronic ISBN: 978-981-10-7644-2

Copyright Year: 2020

DOI
https://doi.org/10.1007/978-981-10-7644-2_1