DocumentCode :
2506184
Title :
Block Pyramid Based Adaptive Quantization Watermarking for Multimodal Biometric Authentication
Author :
Ma, Bin ; Li, Chunlei ; Wang, Yunhong ; Zhang, Zhaoxiang ; Wang, Yiding
Author_Institution :
Sch. of Comput. Sci. & Eng., Beihang Univ., Beijing, China
fYear :
2010
fDate :
23-26 Aug. 2010
Firstpage :
1277
Lastpage :
1280
Abstract :
This paper proposes a novel robust watermarking scheme to embed fingerprint minutiae into face images for multimodal biometric authentication. First, a block pyramid is layered according to the block-wise face region distinctiveness estimated by Adaboost; upper level indicates informative spacial regions. Then, we adopt a first-order statics QIM method to perform watermark embedding in each pyramid level. Numeric watermark bits with higher priority are embedded into upper pyramid level with a larger embedding strength. By joint differentiation of host image regions and watermark bits priority, our scheme achieves a trade-offs among watermarking robustness, capacity and fidelity. Experimental results demonstrate that our approach guarantees the robustness of hidden biometric data, while preserving the distinctiveness of host biometric images.
Keywords :
embedded systems; face recognition; fingerprint identification; learning (artificial intelligence); quantisation (signal); watermarking; Adaboost; block pyramid based adaptive quantization watermarking; block wise face region distinctiveness; face images; fingerprint minutiae; first-order statics QIM method; hidden biometric data; multimodal biometric authentication; robust watermarking scheme; watermark embedding; Authentication; Biomedical imaging; Face; Feature extraction; Quantization; Robustness; Watermarking; Digital Watermarking; Multimodal Biometric Authentication; Quantization Index Modulation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Pattern Recognition (ICPR), 2010 20th International Conference on
Conference_Location :
Istanbul
ISSN :
1051-4651
Print_ISBN :
978-1-4244-7542-1
Type :
conf
DOI :
10.1109/ICPR.2010.318
Filename :
5597361
Link To Document :
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