JOURNAL ARTICLE

<title>Watermarking resistance to translation, rotation, and scaling</title>

Martin Kutter

Year: 1999 Journal:   Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE Vol: 3528 Pages: 423-431   Publisher: SPIE

Abstract

In this paper we propose a new watermarking scheme for digital images that allows watermark recovery even if the image has been subjected to generalized geometrical transforms. The watermark is given by a binary number and every watermark bit is represented by a 2D function. The functions are weighted, using a mask that is proportional to the luminance, and then modulated onto the blue component of the image. To recover an embedded bit, the embedded watermark is estimated using a prediction filter. The sign of the correlation between the estimated watermark and the original function determine the embedded several times at horizontally and vertically shifted locations. In the watermark recovery process we first compute a prediction of the embedded watermark. Then the autocorrelation function is computed for this prediction. The multiple embedding of the watermark result in additional autocorrelation peaks. By comparing the configuration of the extracted peaks with their expected configuration we can determine the affine distortion applied to the image. The distortion can then be inverted and the watermark recovered in a standard way.

Keywords:
Watermark Digital watermarking Autocorrelation Affine transformation Distortion (music) Algorithm Artificial intelligence Mathematics Embedding Rotation (mathematics) Binary number Luminance Computer science Scrambling Computer vision Image (mathematics) Arithmetic Statistics Geometry Telecommunications

Metrics

215
Cited By
13.07
FWCI (Field Weighted Citation Impact)
0
Refs
0.99
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Advanced Steganography and Watermarking Techniques
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Computer Graphics and Visualization Techniques
Physical Sciences →  Computer Science →  Computer Graphics and Computer-Aided Design
Image and Signal Denoising Methods
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition

Related Documents

JOURNAL ARTICLE

<title>Video watermarking resistance to rotation, scaling, and translation</title>

Xiamu NiuMartin SchmückerChristoph Busch

Journal:   Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE Year: 2002 Vol: 4675 Pages: 512-519
JOURNAL ARTICLE

<title>Rotation-, scaling-, and translation-robust image watermarking using Gabor kernels</title>

Hiuk Jae ShimByeungwoo Jeon

Journal:   Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE Year: 2002 Vol: 4675 Pages: 563-571
JOURNAL ARTICLE

<title>Rotation-, translation-, and scaling-invariant color image indexing</title>

Mehmet ÇelenkYuan Shao

Journal:   Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE Year: 1998 Vol: 3656 Pages: 623-630
JOURNAL ARTICLE

<title>Rotation-, scale-, and translation-resilient public watermarking for images</title>

Ching‐Yung LinMin WuJeffrey A. BloomIngemar J. CoxMatt L. MillerYui Man Lui

Journal:   Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE Year: 2000 Vol: 3971 Pages: 90-98
JOURNAL ARTICLE

<title>Digital watermarking</title>

Jean-François DelaigleChristophe De VleeschouwerBenoı̂t Macq

Journal:   Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE Year: 1996 Vol: 2659 Pages: 99-110
© 2026 ScienceGate Book Chapters — All rights reserved.