DocumentCode
3016769
Title
DWT-DCT-SVD based blind watermarking technique of gray image in electrooculogram signal
Author
Dey, Nilanjan ; Biswas, D. ; Roy, A.B. ; Das, Aruneema ; Chaudhuri, Sheli Sinha
Author_Institution
Dept. of IT, JIS Coll. of Eng., Kalyani, India
fYear
2012
fDate
27-29 Nov. 2012
Firstpage
680
Lastpage
685
Abstract
At present most of the hospitals and diagnostic centers globally, use wireless media to exchange biomedical information for mutual availability of therapeutic case studies. The required level of security and authenticity for transmitting biomedical information through the internet is quite high. Level of security can be increased; authenticity of the information can be verified and control over the copy process can be ascertained by adding watermark as “ownership” information in multimedia content. In this proposed method different types of gray scale biomedical images can be used as added ownership (watermark) data. Electrooculography is a medical test used by the ophthalmologists for monitoring eyeball movement in Rapid Eye Movement (REM) and non-REM sleep, to detect the disorders of human eyes and to measure the resting potential of the eye. In this present work 1-D EOG signal is transformed into 2-D signal. DWT, DCT, SVD are applied on the transformed 2D signal to embed watermark in it. Extraction of watermark image is done by applying inverse DWT, inverse DCT and SVD. The Peak Signal to Noise Ratio (PSNR) of the original EOG signal vs. watermarked signal and the correlation value between the original and extracted watermark image are calculated to prove the efficacy of the proposed method.
Keywords
correlation methods; discrete cosine transforms; discrete wavelet transforms; electro-oculography; feature extraction; hospitals; image watermarking; inverse problems; medical disorders; medical image processing; singular value decomposition; 1D EOG signal; 2D EOG signal; DWT-DCT-SVD-based blind watermarking technique; PSNR; REM sleep; biomedical information exchange; biomedical information transmission; copy process; correlation value; diagnostic centers; electrooculogram signal; eyeball movement monitoring; gray scale biomedical images; hospitals; human eye disorder detection; information authenticity level; information security level; inverse DCT; inverse DWT; medical test; nonREM sleep; ophthalmologists; ownership watermark image extraction; peak signal-to-noise ratio; rapid eye movement sleep; wireless media; Discrete cosine transforms; Discrete wavelet transforms; Electric potential; Electrooculography; Retina; Watermarking; Blind-Watermarking; Discrete Cosine Transformation (DCT); Discrete Wavelet Transformation (DWT); EOG; Singular Value Decomposition (SVD);
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Systems Design and Applications (ISDA), 2012 12th International Conference on
Conference_Location
Kochi
ISSN
2164-7143
Print_ISBN
978-1-4673-5117-1
Type
conf
DOI
10.1109/ISDA.2012.6416619
Filename
6416619
Link To Document