DocumentCode
2707141
Title
A novel audio color watermarking scheme based on self-organizing map
Author
Ma, Xiaohong ; Qin, Yan ; Liang, Hualou
Author_Institution
Sch. of Electron. & Inf. Eng., Dalian Univ. of Technol., Dalian, China
fYear
2009
fDate
14-19 June 2009
Firstpage
1945
Lastpage
1952
Abstract
In this paper, a novel audio color watermarking scheme based on self-organizing map (SOM) neural network is proposed. The SOM neural network is introduced for preprocessing color watermark image and producing a codebook on which a series of operations are performed to obtain the hidden information. Without the perceivable distortion, such hidden information is embedded in the approximate wavelet coefficient of the host audio signal by a linear instantaneous mixing model. The process of extracting hidden information from the marked audio signal, which is the reverse process of the watermark embedding, is fulfilled by the inverse matrix of the linear instantaneous mixing matrix. The experimental results demonstrate the validity of the proposed color watermarking scheme.
Keywords
audio coding; image colour analysis; matrix algebra; self-organising feature maps; watermarking; SOM neural network; approximate wavelet coefficient; audio color watermarking scheme; codebook; color watermark image; hidden information extraction; host audio signal; inverse matrix; linear instantaneous mixing model; self-organizing map; Color; Data mining; Distortion; Image coding; Neural networks; Robustness; Signal generators; Signal processing; Watermarking; Wavelet coefficients;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks, 2009. IJCNN 2009. International Joint Conference on
Conference_Location
Atlanta, GA
ISSN
1098-7576
Print_ISBN
978-1-4244-3548-7
Electronic_ISBN
1098-7576
Type
conf
DOI
10.1109/IJCNN.2009.5178659
Filename
5178659
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