Tensor decomposition-based color image watermarking

Yang He; Wei Liang; Junli Liang; Mingtao Pei

doi:10.1117/12.2050248

Tensor decomposition-based color image watermarking

Yang He, Wei Liang, Junli Liang, Mingtao Pei

School of Computer Science and Technology

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

8 Citations (Scopus)

Abstract

This paper presents a robust color image watermarking algorithm, which embeds a grayscale image into a color image using the higher order singular value decomposition (HOSVD). We look the color image in the RGB color space upon as a tensor rather than three independent channels. The color image is partitioned into non-overlapped patches (subtensors), and their HOSVDs are computed. Moreover, a subtle preprocessing step, block Arnold transform, is designed to improve the robustness to cropping attack. Experimental results show that the proposed algorithm makes the watermarking invisible effectively and is robust against wide variety of non-geometric and geometric attacks.

Original language	English
Title of host publication	Fifth International Conference on Graphic and Image Processing, ICGIP 2013
DOIs	https://doi.org/10.1117/12.2050248
Publication status	Published - 2014
Event	5th International Conference on Graphic and Image Processing, ICGIP 2013 - Hong Kong, China Duration: 26 Oct 2013 → 27 Oct 2013

Publication series

Name	Proceedings of SPIE - The International Society for Optical Engineering
Volume	9069
ISSN (Print)	0277-786X
ISSN (Electronic)	1996-756X

Conference

Conference	5th International Conference on Graphic and Image Processing, ICGIP 2013
Country/Territory	China
City	Hong Kong
Period	26/10/13 → 27/10/13

Keywords

Color image watermarking
copyright protection
higher order singular value decomposition

Access to Document

10.1117/12.2050248

Cite this

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title = "Tensor decomposition-based color image watermarking",

abstract = "This paper presents a robust color image watermarking algorithm, which embeds a grayscale image into a color image using the higher order singular value decomposition (HOSVD). We look the color image in the RGB color space upon as a tensor rather than three independent channels. The color image is partitioned into non-overlapped patches (subtensors), and their HOSVDs are computed. Moreover, a subtle preprocessing step, block Arnold transform, is designed to improve the robustness to cropping attack. Experimental results show that the proposed algorithm makes the watermarking invisible effectively and is robust against wide variety of non-geometric and geometric attacks.",

keywords = "Color image watermarking, copyright protection, higher order singular value decomposition",

author = "Yang He and Wei Liang and Junli Liang and Mingtao Pei",

year = "2014",

doi = "10.1117/12.2050248",

language = "English",

isbn = "9781628410013",

series = "Proceedings of SPIE - The International Society for Optical Engineering",

booktitle = "Fifth International Conference on Graphic and Image Processing, ICGIP 2013",

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He, Y, Liang, W, Liang, J & Pei, M 2014, Tensor decomposition-based color image watermarking. in Fifth International Conference on Graphic and Image Processing, ICGIP 2013., 90690U, Proceedings of SPIE - The International Society for Optical Engineering, vol. 9069, 5th International Conference on Graphic and Image Processing, ICGIP 2013, Hong Kong, China, 26/10/13. https://doi.org/10.1117/12.2050248

Tensor decomposition-based color image watermarking. / He, Yang; Liang, Wei; Liang, Junli et al.
Fifth International Conference on Graphic and Image Processing, ICGIP 2013. 2014. 90690U (Proceedings of SPIE - The International Society for Optical Engineering; Vol. 9069).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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T1 - Tensor decomposition-based color image watermarking

AU - He, Yang

AU - Liang, Wei

AU - Liang, Junli

AU - Pei, Mingtao

PY - 2014

Y1 - 2014

N2 - This paper presents a robust color image watermarking algorithm, which embeds a grayscale image into a color image using the higher order singular value decomposition (HOSVD). We look the color image in the RGB color space upon as a tensor rather than three independent channels. The color image is partitioned into non-overlapped patches (subtensors), and their HOSVDs are computed. Moreover, a subtle preprocessing step, block Arnold transform, is designed to improve the robustness to cropping attack. Experimental results show that the proposed algorithm makes the watermarking invisible effectively and is robust against wide variety of non-geometric and geometric attacks.

AB - This paper presents a robust color image watermarking algorithm, which embeds a grayscale image into a color image using the higher order singular value decomposition (HOSVD). We look the color image in the RGB color space upon as a tensor rather than three independent channels. The color image is partitioned into non-overlapped patches (subtensors), and their HOSVDs are computed. Moreover, a subtle preprocessing step, block Arnold transform, is designed to improve the robustness to cropping attack. Experimental results show that the proposed algorithm makes the watermarking invisible effectively and is robust against wide variety of non-geometric and geometric attacks.

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KW - copyright protection

KW - higher order singular value decomposition

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U2 - 10.1117/12.2050248

DO - 10.1117/12.2050248

M3 - Conference contribution

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SN - 9781628410013

T3 - Proceedings of SPIE - The International Society for Optical Engineering

BT - Fifth International Conference on Graphic and Image Processing, ICGIP 2013

T2 - 5th International Conference on Graphic and Image Processing, ICGIP 2013

Y2 - 26 October 2013 through 27 October 2013

ER -

Tensor decomposition-based color image watermarking

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Keywords

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