Title :
A localized geometric-distortion resilient digital watermarking scheme using two kinds of complementary feature points
Author :
Xiaojun Qi ; Jiyuan Wang
Author_Institution :
Dept. of Comput. Sci., Utah State Univ., Logan, UT, USA
Abstract :
We propose a novel localized geometric-distortion resilient digital watermarking scheme to embed two invisible messages to images. Our scheme utilizes local circular region- (LCR) based and block DCT-based techniques to hide two watermarks in two kinds of regions and extract these two embedding sequences from their individual regions. Specifically, we use the histogram and mean statistically independent of pixel positions to embed one watermark in LCRs, whose centers are SIFT feature points that are robust against various attacks. We also use Watson´s DCT-based visual model to embed the other watermark in several rich textured regions not covered by any embedding LCR. Our experimental results demonstrate the proposed system achieves better performance than several peer systems in the literature.
Keywords :
discrete cosine transforms; distortion; feature extraction; geometry; image sequences; image texture; image watermarking; DCT-based visual model; LCR; SIFT feature points; block DCT-based techniques; complementary feature points; embedding sequences extraction; histogram; invisible messages; local circular region; localized geometric-distortion resilient digital watermarking scheme; peer systems; pixel positions; textured regions; Discrete cosine transforms; Feature extraction; Histograms; Probes; Resists; Robustness; Watermarking; Digital watermarking scheme; Watson´s DCT-based visual model; local circular region;
Conference_Titel :
Multimedia and Expo Workshops (ICMEW), 2013 IEEE International Conference on
Conference_Location :
San Jose, CA
DOI :
10.1109/ICMEW.2013.6618262