DocumentCode
2164557
Title
A new data hiding method using angle quantization index modulation in gradient domain
Author
Nezhadarya, Ehsan ; Wang, Z. Jane ; Ward, Rabab K.
Author_Institution
Dept. of Electr. & Comput. Eng., Univ. of British Columbia, Vancouver, BC, Canada
fYear
2011
fDate
22-27 May 2011
Firstpage
2440
Lastpage
2443
Abstract
A robust data hiding scheme that embeds the watermark bits by quantizing the gradient directions of an image is proposed. By embedding the watermark in the angle, the watermark becomes robust to amplitude scaling attacks. To keep the watermark imperceptible and enhance its robustness, it is embedded in the significant gradient vectors of the image. The significant gradient vectors are obtained using discrete wavelet transform (DWT). Thus, the gradient vector at a pixel is first obtained in terms of the DWT coefficients. Then the gradient direction is quantized by modifying the DWT coefficients corresponding to the gradient vectors. Experimental results confirm that the proposed gradient direction watermarking (GDWM) method is robust to various types of attacks, specially amplitude scaling at tacks, and results in watermarked images of high fidelity.
Keywords
data encapsulation; discrete wavelet transforms; gradient methods; image watermarking; quantisation (signal); DWT; amplitude scaling attacks; angle quantization index modulation; data hiding method; discrete wavelet transform; gradient direction watermarking; gradient vectors; image watermarking; watermark bits; Discrete wavelet transforms; Indexes; Modulation; Quantization; Robustness; Watermarking; Digital watermarking; amplitude scaling attacks; gradient direction quantization; quantization-based watermarking;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International Conference on
Conference_Location
Prague
ISSN
1520-6149
Print_ISBN
978-1-4577-0538-0
Electronic_ISBN
1520-6149
Type
conf
DOI
10.1109/ICASSP.2011.5946977
Filename
5946977
Link To Document