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영상의 공간적 지역성과 표면 특성을 이용하는 가역 데이터 은닉 기법

Reversible data hiding algorithm using spatial locality and the surface characteristics of image

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참고문헌

키워드

주제분류컴퓨터학

초록

In this paper, we propose a very efficient reversible data hiding algorithm using spatial locality and the surface characteristics of image. Spacial locality and a variety of surface characteristics are present in natural images. So, it is possible to precisely predict the pixel value using the locality and surface characteristics of image. Therefore, the frequency is increased significantly at the peak point of the difference histogram using the precisely predicted pixel values. Thus, it is possible to increase the amount of data to be embedded in image using the spatial locality and surface characteristics of image. By using the proposed reversible data hiding algorithm, visually high quality stego-image can be generated, the embedded data and the original cover image can be extracted without distortion from the stego-image, and the embedding data are much greater than that of the previous algorithm. The experimental results show the superiority of the proposed algorithm.

Abstract

In this paper, we propose a very efficient reversible data hiding algorithm using spatial locality and the surface characteristics of image. Spacial locality and a variety of surface characteristics are present in natural images. So, it is possible to precisely predict the pixel value using the locality and surface characteristics of image. Therefore, the frequency is increased significantly at the peak point of the difference histogram using the precisely predicted pixel values. Thus, it is possible to increase the amount of data to be embedded in image using the spatial locality and surface characteristics of image. By using the proposed reversible data hiding algorithm, visually high quality stego-image can be generated, the embedded data and the original cover image can be extracted without distortion from the stego-image, and the embedding data are much greater than that of the previous algorithm. The experimental results show the superiority of the proposed algorithm.

참고문헌 (11)

  1. H. C. Huang, "The optimized copyright protection system with genetic watermarking", Soft Computing, 13(4), pp.333~343 (2009)
  2. Z. Ni, "Reversible data hiding", IEEE Trans. on Circuits and Systems for Video Technology, 16(3), pp.354~362 (2006)
  3. Y. C. Li, "Data hiding based on the similarity between neighboring pixels with reversibility", Digital Signal Processing, 20(4), pp.1116~1128 (2010)
  4. C. L. Tsai, "Reversible and lossless data hiding with application in digital library", Proc. 38th Annual 2004Int. Canahan Conf. on Security Technology, pp.226~232 (2004)
  5. M. U. Celik, "Reversible data hiding", Proc. 2002 Intl. Conf. on Image Processing, 3, pp.157~160 (2002)
  6. C. C. Chang, "A reversible data hiding scheme based on side match vector quantization", IEEE Trans. on Circuits and Systems for Video Technology, 16(10), pp.1301~1308 (2006)
  7. L. Kamstra, "Reversible data embedding into images using wavelet techniques and sorting", IEEE Trans. on Image Process, 14(12), pp.2082~2090 (2005)
  8. H. W. Tseng, "Reversible data hiding based on image histogram modification", Imaging Science Journal, 56(5), pp.271~278 (2008)
  9. X. Li, "General Framework to Histogram shifting based Reversible Data Hiding", IEEE Trans. on Image Processing, 22(6), pp.2181~2191 (2013)
  10. C. C. Lo, "Reversible Data Hiding Scheme for BTC-compressed Images based on Histogram Shifting", International Journal of Security and Its Applications, 8(2), pp.301~314 (2014)
  11. 정수목, "인접픽셀간의 유사성에 기반한 개선된 가역 데이터 은닉 기법", 한국컴퓨터정보학회논문지, 21(2), pp.33~42 (2016), 한국컴퓨터정보학회

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