Title :
A geometrically-resilient surf-based image fingerprinting scheme
Author :
Gigaud, Guillaume ; Moulin, Pierre
Author_Institution :
Beckman Inst., Coord. Sci. Lab., & ECE Dept., Univ. of Illinois, Urbana, IL, USA
Abstract :
Traitor-tracing (aka fingerprinting) has received much attention as a possible solution for protecting media copyrights. However, all the current schemes for image and video lack robustness against geometric attacks. We propose a novel semi-blind algorithm that can cope with such attacks. The algorithm uses compressed SURF features as side information in order to estimate and invert the geometric attack. Moreover the algorithm is highly robust against cropping and additive white noise.
Keywords :
copyright; data compression; feature extraction; fingerprint identification; image coding; image watermarking; multimedia computing; white noise; SURF feature compression; additive white noise; fingerprint identification; geometrically-resilient SURF-based image fingerprinting scheme; media copyright protection; semiblind algorithm; traitor-tracing; Decoding; Feature extraction; Fingerprint recognition; Image coding; Pixel; Robustness; Transforms; Copyright Protection; Data Compression; Feature Extraction; Fingerprint Identification; Image Processing;
Conference_Titel :
Image Processing (ICIP), 2010 17th IEEE International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-7992-4
Electronic_ISBN :
1522-4880
DOI :
10.1109/ICIP.2010.5652507