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A Length and Width Feature Extraction Method of Ship Target Based on IR Image Read chapter Read first chapter

2020 | OriginalPaper | Chapter

A Gradient Invariant DCT-Based Image Watermarking Scheme for Object Detection

Authors : Xiaocheng Hu, Bo Zhang, Huibo Li, Jing Guo, Yunxiang Yang, Yinan Jiang, Ke Guo

Published in: Communications, Signal Processing, and Systems

Publisher: Springer Singapore

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Abstract

In this paper, we proposed a novel DCT-based watermarking scheme for grayscale images, which utilizes the connection between discrete cosine transform (DCT) and the Histogram of Oriented Gradient (HOG) feature extraction operation. We embed messages into the low-frequency band, and correspondingly, an effective coefficients pair selection scheme is constructed. The proposed scheme not only maintains the superiority of compression robustness but also keeps good visual quality for the watermarked image. Moreover, the proposed method is insensitive to HOG feature extraction, which makes the watermarked image more suitable for further objection detection and recognition scenarios.

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Literature
1.
Patra JC, Phua JE, Bornand C. A novel DCT domain CRT-based watermarking scheme for image authentication surviving JPEG compression. Digital Signal Process. 2010;20(6):1597–611.CrossRef
2.
Lin SD, Shie SC, Guo JY. Improving the robustness of DCT-based image watermarking against JPEG compression. Comput Stand Interfaces. 2010;32(1):54–60.CrossRef
3.
Hsu LY, Hu HT. Blind image watermarking via exploitation of inter-block prediction and visibility threshold in dct domain. J Vis Commun Image Represent. 2015;32(C):130–43.CrossRef
4.
Tao P, Eskicioglu AM. An adaptive method for image recovery in the DFT domain. J Multimedia. 2006;1(6):36–45.CrossRef
5.
Tsui TK, Zhang XP, Androutsos D. Color image watermarking using multidimensional fourier transforms. IEEE Trans Inf Forensics Secur. 2008;3(1):16–28.CrossRef
6.
Lang J, Zhang ZG. Blind digital watermarking method in the fractional fourier transform domain. Opt Lasers Eng. 2014;53(2):112–21.CrossRef
7.
Wang Y, Doherty JF, Dyck REV. A wavelet-based watermarking algorithm for ownership verification of digital images. IEEE Trans Image Process Publ IEEE Signal Process Soc. 2002;11(2):77–88.CrossRef
8.
Zhang G, Wang S, Wen Q. An adaptive block-based blind watermarking algorithm. In: International conference on signal processing, 2004. Proceedings. ICSP, Vol 3. New York: IEEE; 2004. p. 2294–7.
9.
Liu N, Li H, Dai H, Guo D, Chen D. Robust blind image watermarking based on chaotic mixtures. Nonlinear Dyn. 2015;80(3):1329–55.CrossRef
10.
Chung K, Yang W, Huang Y, Wu S, Hsu Y. On SVD-based watermarking algorithm. Appl Math Comput. 2007;188(1):54–7.MathSciNetMATH
11.
Guo J, Zheng P, Huang J. Secure watermarking scheme against watermark attacks in the encrypted domain. J Vis Commun Image Represent. 2015;30:125–35.CrossRef
12.
Hernandez JR, Amado M, Perez-Gonzalez F. DCT-domain watermarking techniques for still images: Detector performance analysis and a new structure. IEEE Trans Image Process Publ IEEE Signal Process Soc. 2000;9(1):55–68.CrossRef
13.
Agarwal C, Mishra A, Sharma A. Gray-scale image watermarking using GA-BPN hybrid network. J Vis Commun Image Represent. 2013;24(7):1135–46.CrossRef
14.
Roy S, Pal AK. A blind DCT based color watermarking algorithm for embedding multiple watermarks. AEU - Int J Electron Commun. 2017;72:149–61.CrossRef
15.
Hou D, Zhang W, Chen K, Lin SJ, Yu N. Reversible data hiding in color image with grayscale invariance. IEEE Trans Circuits Syst Video Technol. 2018;99:1.
Metadata
Title
A Gradient Invariant DCT-Based Image Watermarking Scheme for Object Detection
Authors
Xiaocheng Hu
Bo Zhang
Huibo Li
Jing Guo
Yunxiang Yang
Yinan Jiang
Ke Guo
Copyright Year
2020
Publisher
Springer Singapore
Book
Communications, Signal Processing, and Systems

Print ISBN: 978-981-13-6503-4

Electronic ISBN: 978-981-13-6504-1

Copyright Year: 2020

DOI
https://doi.org/10.1007/978-981-13-6504-1_111