Title :
Generation of biometric based unique digital watermark from iris image
Author :
Dutta, Malay Kishore ; Singh, Ashutosh ; Burget, Radim ; Atassi, Hicham ; Choudhary, Alok ; Soni, K.M.
Author_Institution :
Amity Sch. of Eng. & Technol., Amity Univ., Noida, India
Abstract :
This paper proposes a proficient digital watermark generation technique from biometric data which will be unique and can be logically owned to prove ownership. The biometric pattern of iris is used to generate the digital watermark that has a clear stamp of ownership. The generated watermark has been studied for uniqueness and identification and has been used to watermark audio signals. Dither modulation quantization is applied on the singular values of Singular Value Decomposition domain for embedding the watermark. Experimental results indicates that the watermark can survive the signal processing attacks such as Gaussian noise corruption, re-sampling, re-quantization, cropping, and compression and maintain the perceptual properties of the host signal and hence satisfies the design requirements of digital watermarking. The extracted biometric based watermark was uniquely identified under signal processing attacks.
Keywords :
audio watermarking; iris recognition; pattern recognition; singular value decomposition; Gaussian noise corruption; audio signals; biometric data; biometric generation; biometric pattern; digital watermark generation technique; dither modulation quantization; host signal; iris image; perceptual properties; re-quantization; re-sampling; signal processing attacks; singular value decomposition domain; unique digital watermark; Correlation; Databases; Iris; Iris recognition; Robustness; Signal processing; Watermarking; Audio Signals; Digital Right Management; Digital Watermarking; Iris Pattern Recognition; Perceptual Transparency; Robustness;
Conference_Titel :
Telecommunications and Signal Processing (TSP), 2013 36th International Conference on
Conference_Location :
Rome
Print_ISBN :
978-1-4799-0402-0
DOI :
10.1109/TSP.2013.6614024