TY - GEN
T1 - Block pyramid based adaptive quantization watermarking for multimodal biometric authentication
AU - Ma, Bin
AU - Li, Chunlei
AU - Wang, Yunhong
AU - Zhang, Zhaoxiang
AU - Wang, Yiding
PY - 2010
Y1 - 2010
N2 - 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.
AB - 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.
UR - https://www.scopus.com/pages/publications/78149476176
U2 - 10.1109/ICPR.2010.318
DO - 10.1109/ICPR.2010.318
M3 - 会议稿件
AN - SCOPUS:78149476176
SN - 9780769541099
T3 - Proceedings - International Conference on Pattern Recognition
SP - 1277
EP - 1280
BT - Proceedings - 2010 20th International Conference on Pattern Recognition, ICPR 2010
PB - Institute of Electrical and Electronics Engineers Inc.
ER -