Title :
Image Watermarking in Face Recognition Systems Based on Contourlet Transform
Author :
Ehsani, Ehsan ; Moin, M. Shahram ; Razzazi, Farbod
Author_Institution :
Sci. & Res. Branch, Islamic Azad Univ., Tehran, Iran
Abstract :
We propose a new blind spread spectrum image watermarking approach in Contourlet domain for securing face recognition systems. This will prevent the replacement of genuine face images by imposter ones. We have calculated the performance of a PCA-based face recognition system with and without watermarking under several attacks including addition of noise, filtering, JPEG lossy compression, and rotation. The results of experimentations showed that addition of a watermarking part to the system have no important degradation effect on the face recognition performance.
Keywords :
blind source separation; discrete transforms; face recognition; principal component analysis; watermarking; JPEG lossy compression; PCA-based face recognition systems; blind spread spectrum image watermarking; contourlet transform; filtering; genuine face images; noise; principal component analysis; rotation; Biometrics; Degradation; Discrete wavelet transforms; Face detection; Face recognition; Filtering; Image coding; Multimedia systems; Noise robustness; Watermarking; Contourlet; Face Recognition; Watermarking;
Conference_Titel :
Intelligent Information Hiding and Multimedia Signal Processing, 2009. IIH-MSP '09. Fifth International Conference on
Conference_Location :
Kyoto
Print_ISBN :
978-1-4244-4717-6
Electronic_ISBN :
978-0-7695-3762-7
DOI :
10.1109/IIH-MSP.2009.109