본문 바로가기
KERD
논문KCI 등재

차이값 히스토그램 기반 가역 워터마킹의 행열 교차 스캐닝을 통한 성능 향상 기법

Performance Enhancement through Row-Column Cross Scanning in Differential Histogram-based Reversible Watermarking

2

조회

0

다운로드

1

인용

0

참고문헌

키워드

주제분류컴퓨터학

초록

가역 워터마킹 기법은 디지털 콘텐츠에 지각적 투명성을 유지하며 워터마크를 삽입한 후, 이를 아무런 손상없이 원본 상태로 복원할 수 있는 메시지 은닉 수단으로서 높은 품질과 높은 삽입용량이 요구되는 분야에서 다양하게 이용되어질 수 있다. 본 논문에서는 차이값 히스토그램 기반의 가역 워터마킹에서 응용분야의 요구에 맞게 높은 삽입용량을 제공하기 위한 효율적인 반복삽입 알고리즘을 제안한다. 제안한 방법에서는 메시지가 삽입된 영상에 대하여 반복삽입할 때, 지역성을 최대한 활용하기 위하여 행열 교차 스캐닝 방법을 이용하였다. 다양한 영상들에 대하여 비교 분석한 실험 결과에 따르면 제안한 알고리즘은 완전한 가역성과 함께 낮은 왜곡을 유지하면서도 효율적인 반복삽입을 통한 높은 삽입용량을 얻을 수 있었다.

Abstract

Reversible watermarking inserts watermark into digital media in such a way that visual transparency is preserved, which enables the restoration of the original media from the watermarked one without any loss of media quality. It has various applications, where high capacity and high visual quality are major requirements. This paper presents a new effective multi-round embedding scheme for the differential histogram-based reversible watermarking that satisfies high capacity requirements of the application. The proposed technique exploits the row-column cross scanning to fully utilize the locality of images when multi-round embedding phase to the message inserted image. Through experiments using multiple kinds of test images, we prove that the presented algorithm provides 100% reversibility, effectiveness of multi-round embedding, and higher visual quality, while maintaining the induced-distortion low.

참고문헌 (26)

  1. I. J. Cox, "Digital Watermarking and Steganography" (2007), Morgan Kaufmann Publishers Inc
  2. H. T. Sencar, "Data Hiding Fundamentals and Applications: Content Security in Digital Multimedia" (2004), Academic Press, Inc
  3. M. Wu, "Multimedia Data Hiding" (2003), Springer-Verlag
  4. M. Awrangjeb, "An Overview of Reversible Data Hiding", Proc. of the Sixth International Conference on Computer and Information Technology, pp.75~79 (2003)
  5. F. Mintzer, "Safeguarding digital library contents and users: digital watermarking", D-Lib Magazine, ~ (1997)
  6. J. Fridrich, "Invertible authentication", Proc. of the SPIE, Security and Watermarking of Multimedia Contents, 통권 : 4314, pp.197~208 (2001)
  7. M.U. Celik, "Lossless generalized-LSB data embedding", IEEE Trans. on Image Processing, 14(2), pp.253~266 (2005)
  8. B. Yang, "Integer DCT-based reversible watermarking for images using compounding technique", Proc. of the SPIE, Security, Steganography, and Watermarking of Multimedia Contents, 통권 : 5306, pp.405~415 (2004)
  9. G. Xuan, "Lossless data hiding using histogram shifting method based on integer wavelets," International Workshop on Digital Watermarking", International Workshop on Digital Watermarking, Lecture Notes in Computer Science, 통권 : 4283, pp.323~332 (2006)
  10. 유창동, "Reversible image watermarking based on integer-to-integer wavelet transform", IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2(3), pp.321~330, IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
  11. J.Tian, "Reversible data embedding using a difference expansion", IEEE Trans. on Circuits and Systems for Video Technology, 13(8), pp.890~896 (2003)
  12. A.M. Alattar, "Reversible watermark using difference expansion of triplets", Proc. of the IEEE International Conference on Image Processing, 통권 : 1, pp.501~504 (2003)
  13. A.M. Alattar, "Reversible watermark using difference expansion of quads", Proc. of the IEEE International Conference on Acoustics, 통권 : 3, pp.377~380 (2004)
  14. A.M.Alattar, "Reversible watermark using the difference expansion of a generalized integer transform", IEEE Trans. on Image Processing, 13(8), pp.1147~1156 (2004)
  15. L. Kamstra, "Reversible data embedding into images using wavelet techniques and sorting", IEEE Trans. on Image Processing, 14(12), pp.2082~2090 (2005)
  16. D.M. Thodi, "Expansion embedding techniques for reversible watermarking", IEEE Trans. on Image Processing, 16(3), pp.721~730 (2007)
  17. Z. Ni, "Reversible data hiding", IEEE Trans. on Circuits and Systems for Video Technology, 16(3), pp.354~362 (2006)
  18. A reversible data hiding technique embedding in the image histogram, "E. Varsaki", Hellenic Open University, ~, pp.Technical Report HOU-CS-TR-2006-08-GR (2006)
  19. J.H. Hwang, "A reversible watermarking based on histogram shifting", International Workshop on Digital Watermarking, 통권 : 4283, pp.348~361 (2006), Springer-Verlag
  20. W.-C. Kuo, "Reversible data hiding based on histogram", International Conference on Intelligent Computing, 통권 : 4682, pp.1152~1161 (2007), Springer-Verlag
  21. S.-K. Lee, "Lossless data hiding based on histogram modification of difference images", Pacific Rim Conference on Multimedia, 통권 : 3333, pp.340~347 (2005), Springer-Verlag, Tokyo, Japan, pp.340-347, 2005.
  22. C.-C. Lin, "Multilevel reversible data hiding based on histogram modification of difference images", Pattern Recognition, 41(12), pp.3582~3591 (2008)
  23. P. Tsai, "Reversible image hiding scheme using predictive coding and histogram shifting", Signal Processing, 89(6), pp.1129~1143 (2009)
  24. K.-S. Kim, "Reversible data hiding exploiting spatial correlation between sub-sampled images", PATTERN RECOGNITION, 42(11), pp.3083~3096, PERGAMON-ELSEVIER SCIENCE LTD
  25. 여동규, "차이값 히스토그램 쉬프팅과 오류 예측 보정을 이용한 가역 영상 워터마킹", 정보과학회논문지 : 소프트웨어 및 응용, 37(6), pp.417~429 (2010), 한국정보과학회
  26. D.-G. Yeo, "High Capacity Reversible Watermarking using Differential Histogram Shifting and Predicted Error Compensation", Journal of Electronic Imaging, SPIE, 20(1) (2011)

관련 논문AI추천

이 간행물의 다른 논문 (5건)