DocumentCode
2795236
Title
Improved image watermarking scheme based on DWT coefficients modification in LL sub-band
Author
Pramoun, Thitiporn ; Amornraksa, Thumrongrat
Author_Institution
Comput. Eng. Dept., King Mongkut´´s Univ. of Technol. Thonburi, Bangkok, Thailand
fYear
2012
fDate
16-18 May 2012
Firstpage
1
Lastpage
4
Abstract
This paper proposes a new color image watermarking scheme based on coefficients modification in LL sub-band. Basically, the blue component of original color image is decomposed by the Discrete Wavelet Transform (DWT) to obtain the coefficients in LL sub-band in order for embedding a single watermark bit with a tuned constant value to achieve the optimum watermark strength. To extract this embedded bit, the original DWT coefficients in LL sub-band are predicted using the DWT, and then subtracted from the watermarked coefficient to obtain the extracted watermark bit. The same proposed concept is also extended to embed several bits into the whole image frame in order to improve capacity and robustness of embedded information. The efficiency of the watermarking scheme is evaluated by the Bit Error Rate (BER) from the extracted bits, and compared to the two previous schemes at equivalent image quality. The experiments show promising results in both accuracy and robustness of the extracted watermark.
Keywords
discrete wavelet transforms; error statistics; feature extraction; image colour analysis; image watermarking; BER; DWT coefficients modification; LL sub-band; bit error rate; color image; discrete wavelet transform; embedded information robustness; image frame; image quality; image watermarking scheme; optimum watermark strength; watermark bit extraction; Accuracy; Bit error rate; Color; Discrete wavelet transforms; Robustness; Signal to noise ratio; Watermarking;
fLanguage
English
Publisher
ieee
Conference_Titel
Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON), 2012 9th International Conference on
Conference_Location
Phetchaburi
Print_ISBN
978-1-4673-2026-9
Type
conf
DOI
10.1109/ECTICon.2012.6254170
Filename
6254170
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