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研究生:陳世豪
研究生(外文):Shih-Hau Chen
論文名稱:JPEG2000背景式資訊隱藏法
論文名稱(外文):Background Information Hiding Method for JPEG2000
指導教授:賴源泰
指導教授(外文):Yen-Tai Lai
學位類別:碩士
校院名稱:國立成功大學
系所名稱:電機工程學系碩博士班
學門:工程學門
學類:電資工程學類
論文種類:學術論文
論文出版年:2006
畢業學年度:94
語文別:英文
論文頁數:51
中文關鍵詞:資訊隱藏
外文關鍵詞:JPEG2000information hiding
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  新一代靜態影像壓縮標準JPEG2000逐漸取代以往普遍被使用的JPEG壓縮,並且擁有更好的壓縮比率以及影像品質。因此如何利用JPEG2000特性來達到資訊隱藏的目的,與降低對回復後影像品質的破壞是值得研究的方向。

  本論文提出將欲隱藏的資訊隱藏在JPEG2000影像的背景部分。藉由人眼對背景影像較不敏感的特性,即使背景影像被嚴重破壞還是能確保影像中主要目標部分的品質,如此人眼將不易察覺影像的變化,藉此以達到資訊隱藏的目的。另外,將這個方法應用在影像保護是非常適合的,可達到保護影像的目標。
  The JPEG2000 is a new compressive standard for still images. It is gradually replacing JPEG. It is possessed of better compressive rates and image quality than JPEG. Besides, there are special functions in JPEG2000, like ROI and progressive transmission. Hence, it becomes important to do research on information hiding with minimum destruction of quality of the recovered images in JPEG2000.
This paper proposes an approach that hides information in the part of background image, because human eyes are not sensitive to background images. Even more this method can ensure the quality of object parts of images and reduce the distortion of recovered images.

  We use background information hiding method in image protections to avoid images taken without the agreement of owners. This method can be easily modified for the application of image protections. By experiment, it is demonstrated that the method is very suitable for image protections.
CHAPTER 1 Introduction................................1
1.1 Motivation..................................1
1.2 The Data Flow of JPEG2000 Compression.......2
1.3 Pre-Processing..............................3
1.4 Discrete Wavelet Transform..................5
1.5 Quantization................................6
1.6 EBCOT.......................................7
1.7 Region of Interest (ROI)...................10
CHAPTER 2 Information Hiding.........................12
2.1 The purposes of Information Hiding.........12
2.2 Suitability for JPEG2000 Data hiding.......15
2.2.1 Discrete Wavelet Transform.................15
2.2.2 Quantization...............................15
2.2.3 EBCOT Coding...............................16
2.3 Information Hiding in Tier-2...............16
2.3.1 Fixed Number of The Lowest Bit Plane.......17
2.3.2 Bit Planes Below The MSB...................17
2.3.3 Backward embedding.........................18
2.4 The Average Information Hiding Method......19
2.5 The Backward Information Hiding Method.....20
CHAPTER 3 Background Information Hiding..............23
3.1 Motivation.................................23
3.2 The Background Information Hiding Method...25
3.3 Encoders of Background Information Hiding..27
3.4 Decoders of Background Information Hiding..30
3.5 Image Protections..........................32
CHAPTER 4 Experimental Results.......................36
4.1 Experimental Results.......................37
4.2 Image Protections..........................44
CHAPTER 5 Conclusions................................47
REFERENCES............................................49
[1] Coding of still pictures: “JPEG 2000 Part I Final Committee Draft Version 1.0”, ISO/IEC JTC 1/SC 29/WG1(ITU-T SG8), Mar. 2000.

[2] D. S. Taubman, M. W. Marcellin, “JPEG2000: Image Compression Fundamentals, Standards and Practice.” Kluwer Academic Publishers, 2002.

[3] Liang-Gee Chen; Chung-Jr Lian; Kuan-Fu Chen; Hong-Hui Chen: “Analysis and architecture design of JPEG2000.” Multimedia and Expo, 2001 ICME 2001 IEEE International Conference on 22-25 Aug. 2001.

[4] W. Sweldens, “The Lifting Scheme: A Custom-Design Construction Of Biorthogonal Wavelets.” Appl. Comput. Harmonic Analysis, vol. 3, no. 2, pp 186-200, 1996.

[5] W. Sweldens, “The Lifting Scheme: Construction Of Second Generation Wavelets.” SIAM J. Math. Anal., vol. 29, no. 2, pp 51 1-546, 1997.

[6] J. Kovacevic and W. Sweldens , “Wavelet Families of Increasing Order in Arbitrary Dimensions”, IEEE Trans. Image Processing, Vol. 9, No. 3, pp-480-496, March 2000.

[7] M. D. Adam and F. Kossentini, “Reversible Integer-To-Integer Wavelet Transforms For Image Compression: Performance Evaluation And Analysis.’’ IEEE Trans. Image Processing, Vol. 9, No. 6, pp. 101 0- 1024, June 2000.

[8] Christopoulos C.; Skodras A.; Ebrahimi, T.: “The JPEG2000 still image coding system: an overview.” Consumer Electronics, IEEE Transactions on Volume 46, Issue 4, Nov. 2000.

[9] Cheng-Yi Chen Shen-Chuan Tai : “ JPEG2000”, Jausblue publishing house November 2002.

[10] C. Christopoulos, J. Askelof and M. Larsson, “Efficient Methods For Encoding Regions Of Interest In The Upcoming JPEG2000 Still image Coding Standard”, IEEE Signal Processing Letters, September 2000.
[11] C. Christopoulos, J. Askelof and M. Larsson, “Efficient Encoding and Reconstruction of Regions of Interest in JPEG2000.”, Proceedings of the European Signal Processing Conference (EL‘sIPC0-2000), Tampere, Finland, Sep. 2000.

[12] C. Christopoulos, J. Askelof and M. Larsson, “Efficient Region of Interest Encoding Techniques in the Upcoming JPEG2000 Still Image Coding Standard“, Proc. IEEE Int. Conference Image Processing, Invited paper in Special Session on JPEG2000, Vancouver, Canada, Sept. 2000.

[13] E. Atsumi and N. Farvardin, “Lossy/Lossless Region- Of-Interest Image Coding Based On Set Partitioning In Hierarchical Trees,” Proc. IEEE Int. Conf. Image Processing, pp. 87-91, Chicago, Illinois, Oct. 1998

[14] U. Nister and C. Christopoulos, “Lossless Region of Interest with Embedded Wavelet Image Coding”, Signal Processing, Vol. 78, No 1, pp. 1-17, 1999.

[15] D. Nister and C. Christopoulos, “Lossless Region of Interest with a Naturally Progressive Still Image Coding Algorithm”, Proc. IEEE Int. Con$ Image Processing, pp. 856-860, Chicago, Illinois, Oct. 1998.

[16] P. C. Su and C. C. Jay Kao, “Information Embedded in JPEG-2000 Compressed Images” Circuits and Systems, 2003. ISCAS ’03. Proceedings of the 2003 International Symposium on Volume 3, pp. 802-805 vol.3 ,2003.

[17] P. C. Su and C. C. Jay Kao, “Steganography in JPEG2000 Compressed Images”, IEEE Transaction on Consumer Electronics, Vol.49, No.4, November 2003.

[18] J. Chen, T. S. Chen, C. Y. Chen, “ A New Scheme of Image Data Hiding Based on EBCOT of JPEG2000 Lossy Compression” , Proceeding of the 2004 IEEE International Conference on Networking, Sensing and Control Taipei, Taiwan, March, pp. 21-23, 2004.

[19] I. J. Cox, F. T. Leighton and T. Shamoon, “Secure spread spectrum watermarking for multimedia,” IEEE Trans. on Image Processing, vol. 6, no. 12, 1997.

[20] Shen-Chuan Tai, “Data Compression” Jausblue publishing house, Oct 2002.

[21] http://jj2000.epfl.ch/
[22] http://www.ece.uvic.ca/~mdadams/jasper/

[23] http://www.cygwin.com/

[24] http://msdn.microsoft.com/library/default.asp?url=/library/en-us/vcedit/html/vcorivisualcreferencenode.asp
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