JOURNAL ARTICLE

Digital Image Watermarking Using Bidimensional Empirical Mode Decomposition in Wavelet Domain

Abstract

In this paper a blind watermarking algorithm for digital image is presented. The proposed method operates in wavelet domain. The watermark is decomposed into 2D-IMFs(intrinsic mode functions)using BEMD (bidimensional empirical mode decomposition) which is the 2-dimensional extension of 1 dimensional empirical mode decomposition. The CDMA (code division multiple access) SS (spread spectrum) technique is applied to watermark imbedding and detection process. In watermark embedding process the each IMF of watermark is embed middle frequency subimages in wavelet domain, so subimages just include partial information about embedded watermark. By characteristics of BEMD, when the partial information of watermark is synthesized, the original watermark is reconstructed. The experimental results show that the proposed watermarking algorithm is in almost invisible difference between original image and watermarked image and moreover is robust against JPEG compression, common image processing distortions.

Keywords:
Watermark Digital watermarking Artificial intelligence Hilbert–Huang transform Wavelet Computer vision Computer science Wavelet transform Image (mathematics) Pattern recognition (psychology) Mathematics Filter (signal processing)

Metrics

9
Cited By
0.31
FWCI (Field Weighted Citation Impact)
14
Refs
0.68
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
Digital Media Forensic Detection
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Blind Source Separation Techniques
Physical Sciences →  Computer Science →  Signal Processing
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