Integer wavelet transform based watermarking system for PCM signals

Mario González-Lee; Luis J. Morales-Mendoza; Rene F. Vázquez-Bautista; Celia Calderon-Ramon; Héctor Pérez-Meana; Mariko Nakano-Miyatake

doi:10.1007/978-3-642-38989-4_19

Integer wavelet transform based watermarking system for PCM signals

Mario González-Lee, Luis J. Morales-Mendoza, Rene F. Vázquez-Bautista, Celia Calderon-Ramon, Héctor Pérez-Meana, Mariko Nakano-Miyatake

Escuela Superior de Ingeniería Mecánica y Eléctrica (ESIME), Unidad Culhuacán

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

Abstract

In this paper, a watermarking system based on the integer wavelet transform is proposed. A set of different wavelets was chosen for this propose so their performance as watermark transmission channel can be analyzed. The watermark is embedded in the second decomposition level of the wavelet transform of a PCM signal in a block wise approach, the coefficients of the wavelet transform are assumed to be accurately modeled as a Laplacian channel. A set of attacks were performed in order to test system's robustness, we found that this approach is robust against several attacks such as additive white noise, low pass filtering, cropping, among other attacks; the best suited wavelet class for developing watermarking systems was identified too.

Original language	English
Title of host publication	Pattern Recognition - 5th Mexican Conference, MCPR 2013, Proceedings
Pages	185-194
Number of pages	10
DOIs	https://doi.org/10.1007/978-3-642-38989-4_19
State	Published - 2013
Event	5th Mexican Conference on Pattern Recognition, MCPR 2013 - Queretaro, Mexico Duration: 26 Jun 2013 → 29 Jun 2013

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	7914 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	5th Mexican Conference on Pattern Recognition, MCPR 2013
Country/Territory	Mexico
City	Queretaro
Period	26/06/13 → 29/06/13

Keywords

Integer wavelet transform
Laplacian channel
Optimal detector
Watermarking

Access to Document

10.1007/978-3-642-38989-4_19

Cite this

González-Lee, M., Morales-Mendoza, L. J., Vázquez-Bautista, R. F., Calderon-Ramon, C., Pérez-Meana, H., & Nakano-Miyatake, M. (2013). Integer wavelet transform based watermarking system for PCM signals. In Pattern Recognition - 5th Mexican Conference, MCPR 2013, Proceedings (pp. 185-194). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 7914 LNCS). https://doi.org/10.1007/978-3-642-38989-4_19

González-Lee, Mario ; Morales-Mendoza, Luis J. ; Vázquez-Bautista, Rene F. et al. / Integer wavelet transform based watermarking system for PCM signals. Pattern Recognition - 5th Mexican Conference, MCPR 2013, Proceedings. 2013. pp. 185-194 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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abstract = "In this paper, a watermarking system based on the integer wavelet transform is proposed. A set of different wavelets was chosen for this propose so their performance as watermark transmission channel can be analyzed. The watermark is embedded in the second decomposition level of the wavelet transform of a PCM signal in a block wise approach, the coefficients of the wavelet transform are assumed to be accurately modeled as a Laplacian channel. A set of attacks were performed in order to test system's robustness, we found that this approach is robust against several attacks such as additive white noise, low pass filtering, cropping, among other attacks; the best suited wavelet class for developing watermarking systems was identified too.",

keywords = "Integer wavelet transform, Laplacian channel, Optimal detector, Watermarking",

author = "Mario Gonz{\'a}lez-Lee and Morales-Mendoza, {Luis J.} and V{\'a}zquez-Bautista, {Rene F.} and Celia Calderon-Ramon and H{\'e}ctor P{\'e}rez-Meana and Mariko Nakano-Miyatake",

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González-Lee, M, Morales-Mendoza, LJ, Vázquez-Bautista, RF, Calderon-Ramon, C, Pérez-Meana, H & Nakano-Miyatake, M 2013, Integer wavelet transform based watermarking system for PCM signals. in Pattern Recognition - 5th Mexican Conference, MCPR 2013, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 7914 LNCS, pp. 185-194, 5th Mexican Conference on Pattern Recognition, MCPR 2013, Queretaro, Mexico, 26/06/13. https://doi.org/10.1007/978-3-642-38989-4_19

Integer wavelet transform based watermarking system for PCM signals. / González-Lee, Mario; Morales-Mendoza, Luis J.; Vázquez-Bautista, Rene F. et al.
Pattern Recognition - 5th Mexican Conference, MCPR 2013, Proceedings. 2013. p. 185-194 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 7914 LNCS).

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

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T1 - Integer wavelet transform based watermarking system for PCM signals

AU - González-Lee, Mario

AU - Morales-Mendoza, Luis J.

AU - Vázquez-Bautista, Rene F.

AU - Calderon-Ramon, Celia

AU - Pérez-Meana, Héctor

AU - Nakano-Miyatake, Mariko

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N2 - In this paper, a watermarking system based on the integer wavelet transform is proposed. A set of different wavelets was chosen for this propose so their performance as watermark transmission channel can be analyzed. The watermark is embedded in the second decomposition level of the wavelet transform of a PCM signal in a block wise approach, the coefficients of the wavelet transform are assumed to be accurately modeled as a Laplacian channel. A set of attacks were performed in order to test system's robustness, we found that this approach is robust against several attacks such as additive white noise, low pass filtering, cropping, among other attacks; the best suited wavelet class for developing watermarking systems was identified too.

AB - In this paper, a watermarking system based on the integer wavelet transform is proposed. A set of different wavelets was chosen for this propose so their performance as watermark transmission channel can be analyzed. The watermark is embedded in the second decomposition level of the wavelet transform of a PCM signal in a block wise approach, the coefficients of the wavelet transform are assumed to be accurately modeled as a Laplacian channel. A set of attacks were performed in order to test system's robustness, we found that this approach is robust against several attacks such as additive white noise, low pass filtering, cropping, among other attacks; the best suited wavelet class for developing watermarking systems was identified too.

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KW - Laplacian channel

KW - Optimal detector

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BT - Pattern Recognition - 5th Mexican Conference, MCPR 2013, Proceedings

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González-Lee M, Morales-Mendoza LJ, Vázquez-Bautista RF, Calderon-Ramon C, Pérez-Meana H , Nakano-Miyatake M. Integer wavelet transform based watermarking system for PCM signals. In Pattern Recognition - 5th Mexican Conference, MCPR 2013, Proceedings. 2013. p. 185-194. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-642-38989-4_19

Integer wavelet transform based watermarking system for PCM signals

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Keywords

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