Digital Watermarking Based on Contourlet-SVD

in this paper, embedding a watermark image is performed in discrete Contourlet transform (CT) domain. It is known that the CT is able to capture the directional edges and contours superior to discrete wavelet transform. The proposed scheme is based on embedding watermark bits into the singular value...

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Bibliographic Details
Main Authors: Seyedeh Akram Hosseini, Sedigheh Ghofrani
Format: Article
Language:English
Published: OICC Press 2024-02-01
Series:Majlesi Journal of Electrical Engineering
Subjects:
Online Access:https://oiccpress.com/mjee/article/view/5269
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Summary:in this paper, embedding a watermark image is performed in discrete Contourlet transform (CT) domain. It is known that the CT is able to capture the directional edges and contours superior to discrete wavelet transform. The proposed scheme is based on embedding watermark bits into the singular value of the selected blocks within low-pass sub-band of the original gray image CT. Two algorithms, the first uses adaptive quantization and the second uses quantization step, are implemented. Our experimental results show that the method with quantization step has better fidelity in terms of peak signal to noise ratio (PSNR) and is more robust against geometrical and non-geometrical attacks in terms of normalized cross correlation (NC) in comparison with the first method, though, the method with adaptive quantization is blind in the sense only quantization strategies but not the original image is required. Ø§ÙرÙÙ…Û Ø¨Ø§Ùماء مبÙÛ Ø¹ÙÙ CONTOURLET-SVDÙÛ ÙØ°Ù اÙÙØ±ÙØ©Ø ÙØªØ¶Ù…ÛÙ ØµÙØ±Ø© Ù…Ø§Ø¦ÛØ© ÛØªÙ… تÙÙÛØ°Ùا ÙÛ Ù…ÙÙØµÙØ© Contourlet تحÙÛÙ (CT) اÙمجاÙ. Ùم٠اÙمعرÙ٠أ٠CT ÙØ§Ø¯Ø±Ø© عÙÙ Ø§ÙØªÙاط Ø­ÙØ§Ù ÙمعاÙم Ø§ÙØ§ØªØ¬Ø§Ù متÙÙÙØ© عÙ٠مÙÙØµÙØ© تحÙÛ٠اÙمÙÛØ¬Ø§Øª. ÙÛØ³ØªÙد اÙمخطط اÙÙ…ÙØªØ±Ø­ عÙ٠تضمÛ٠بت Ø§ÙØ¹Ùامة اÙÙ…Ø§Ø¦ÛØ© Ø¥ÙÙ ÙÛمة ÙØ±Ûدة م٠اÙÙØ·Ø¹ اÙمختارة Ø¶Ù…Ù ØªÙ…Ø±ÛØ± Ù…ÙØ®Ùض اÙÙØ±Ø¹ÛØ© اÙÙØ±ÙØ© ÙÙØ§ÙأصÙÛ Ø±Ù…Ø§Ø¯Û ØµÙØ±Ø© CT. اثÙÛÙ Ù…Ù Ø§ÙØ®ÙØ§Ø±Ø²Ù…ÛØ§ØªØ Ø£Ù٠تستخدم تکمÛم Ø§ÙØªÚ©ÛÙ ÙÛØ³ØªØ®Ø¯Ù… ثاÙÛ Ø®Ø·ÙØ© تکمÛÙ…Ø ÛØªÙ… تÙÙÛØ°Ùا. ØªØ¸ÙØ± ÙÙØ§ اÙÙØªØ§Ø¦Ø¬ Ø§ÙØªØ¬Ø±ÛØ¨ÛØ© Ø£Ù Ø§ÙØ£Ø³ÙÙØ¨ مع Ø®Ø·ÙØ© تکمÛم دÛÙ Ø§ÙØ¥Ø®Ùاص Ø£ÙØ¶Ù Ù…Ù Ø­ÛØ« Ø§ÙØ°Ø±ÙØ© إشارة Ø¥ÙÙ ÙØ³Ø¨Ø© Ø§ÙØ¶Ùضاء (PSNR) ÙØ£Ú©Ø«Ø± ÙÙØ© ضد اÙÙØ¬Ù…ات ÙÙØ¯Ø³ÛØ© ÙØºÛر ÙÙØ¯Ø³ÛØ© Ù…Ù Ø­ÛØ« عبر Ø¹ÙØ§ÙØ© Ø·Ø¨ÛØ¹ÛØ© (NC) Ù…ÙØ§Ø±ÙØ© مع Ø§ÙØ·Ø±ÛÙØ© Ø§ÙØ£ÙÙÙ Ø Ø¹ÙÙ Ø§ÙØ±ØºÙ… Ù…Ù Ø§ÙØ£Ø³ÙÙØ¨ مع تکمÛم Ø§ÙØªÚ©Û٠أعم٠باÙمعÙÙ Ø§Ø³ØªØ±Ø§ØªÛØ¬Ûات تکمÛم ÙÙØ· ÙÙÚ©Ù ÙÛØ³ مطÙÙØ¨Ø§ Ø§ÙØµÙرة Ø§ÙØ£ØµÙÛØ©. æ°å­æ°´å°åºäºè½®å»-SVD æ½è±¡ å¨æ¬æä¸­ï¼ææ°´å°åµå…¥å¾è±¡ä¸­ç离æ£è½®å»æ³¢åæ¢ï¼CTï¼çå中æ§è¡ã伿å¨ç¥ï¼å¨CTè½å¤æè·æ¹åæ§è¾¹ç¼åè½®å»ä¼äºç¦»æ£å°æ³¢åæ¢ãææåºçæ¹æ¡æ¯åºäºæ°´å°æ¯ç¹åµå…¥å°æéæ©çåçåå§ç°åº¦å¾åçCTä½éå­å¸¦å…çå¥å¼å¼ã两ç§ç®æ³ä¸­ï¼é¦å…使ç¨èªéåºéåå第äºä¸ªä½¿ç¨çéåæ­¥é¿ï¼æ¥å®ç°ãæä»¬çå®éªç»æè¡¨æï¼ä¸éåæ­¥é¿ï¼è¯¥æ¹æ³å…·ææ´å¥½çä¿ç度å¨å³°å¼ä¿¡å·æ¡æ¬¾åªå£°æ¯ï¼PSNRï¼åå¨ä¸ç¬¬ä¸ç§æ¹æ³æ¯è¾æ¯é对å¨å½ä¸åäºç¸å…³ï¼NCï¼èè¨å ä½åéå ä½æ»å»æ´å¥å£®ä¸è¿ï¼ä¸èªéåºéåçæ¹æ³æ¯å¨è¿ä¸ªæä¹ä¸åªéåç­ç¥ç²ä½å¹¶ä¸éè¦åå§å¾åã
ISSN:2345-377X
2345-3796