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Part of the book series: International Series of Numerical Mathematics ((ISNM,volume 145))

Abstract

In image compression, the discrete cosine transform of type II (DCT-II) is of special interest. In this paper we use a new approach to construct an integer DCT-II first considered in [15]. Our method is based on a factorization of the cosine matrix of type II into a product of sparse, orthogonal matrices. The construction of the integer DCT-II of length 8 works with lifting steps and rounding-off. We are especially interested in the normwise error and the componentwise error when the integer DCT-II is compared with the exact DCT-II.

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References

  1. A. R. Calderbank, I. Daubechies, W. Sweldens, B. L. Yeo: Wavelet transforms that map integers to integers, Appl. Comput. Harmon. Anal. 5 (1998), 332–369.

    MATH  MathSciNet  Google Scholar 

  2. W. K. Cham, P. C. Yip: Integer sinusoidal transforms for image processing, Internat. J. Electron. 70 (1991), 1015–1030.

    Article  MathSciNet  Google Scholar 

  3. Y.-J. Chen, S. Oraintara, T. Q. Nguyen: Integer discrete cosine transform IntDCT, Preprint, Univ. Boston, 2000.

    Google Scholar 

  4. Y.-J. Chen, S. Oraintara, T. D. Tran, K. Amaratunga, T. Q. Nguyen: Multiplierless approximation of transforms using lifting scheme and coordinate descent with adder constraint, Proc. IEEE Internat. Conf. Acoust. Speech Signal Process., Vol. 3, 2002, 3136–3139.

    Google Scholar 

  5. L. Z. Cheng, H. Xu, Y. Luo: Integer discrete cosine transform and its fast algorithm, Electron. Lett. 37 (2001), 64–65.

    Google Scholar 

  6. I. Daubechies, W. Sweldens: Factoring wavelet transforms into lifting steps, J. Fourier Anal. Appl. 4 (1998), 247–269.

    Article  MATH  MathSciNet  Google Scholar 

  7. K. Komatsu, K. Sezaki: Reversible discrete cosine transform, Proc. IEEE Internat. Conf. Acoust. Speech Signal Process., 1998, 1769–1772.

    Google Scholar 

  8. K. Komatsu, K. Sezaki: 2D lossless discrete cosine transform, Proc. IEEE Internat. Conf. Image Process., 2001, 466–469.

    Google Scholar 

  9. J. Liang, T. D. Tran: Fast multiplierless approximations of the DCT with the lifting scheme, IEEE Trans. Signal Process. 49 (2001), 3032–3044.

    Article  Google Scholar 

  10. C. Loeffler, A. Lightenberg, G. Moschytz: Practical fast 1-d DCT algorithms with 11 multiplications, Proc. IEEE Internat. Conf. Acoust. Speech Signal Process., Vol. 2, 1989, 988–991.

    Article  Google Scholar 

  11. M. W. Marcellin, M. J. Gormish, A. Bilgin, M. P. Boliek: An overview of JPEG-2000, Proc. Data Compression Conf., 2000, 523–541.

    Book  Google Scholar 

  12. W. Philips: Lossless DCT for combined lossy/lossless image coding, Proc. IEEE Internat. Conf. Image Process., Vol. 3, 1998, 871–875.

    Google Scholar 

  13. G. Plonka: A global method for invertible integer DCT and integer wavelet algorithms, Preprint, Univ. Duisburg, 2003.

    Google Scholar 

  14. G. Plonka, M. Tasche: Split-radix algorithms for discrete trigonometric transforms, Preprint, Univ. Duisburg, 2002.

    Google Scholar 

  15. G. Plonka, M. Tasche: Reversible integer DCT algorithms, Preprint, Univ. Duisburg, 2002.

    Google Scholar 

  16. M. Primbs: Integer DCT Algorithms (in German), Diploma Thesis, Institute of Mathematics, Univ. Duisburg, 2003.

    Google Scholar 

  17. K. R. Rao, P. Yip: Discrete Cosine Transform: Algorithms, Advantages, Applications, Academic Press, Boston 1990.

    Google Scholar 

  18. G. Strang: The discrete cosine transform, SIAM Rev. 41 (1999), 135–147.

    Article  MATH  MathSciNet  Google Scholar 

  19. T. D. Tran: The BinDCT: Fast multiplierless approximation of the DCT, IEEE Signal Process. Lett. 7 (2000), 141–144.

    Article  Google Scholar 

  20. Y. Zeng, L. Cheng, G. Bi, A. C. Kot: Integer DCTs and fast algorithms, IEEE Trans. Signal Process. 49 (2001), 2774–2782.

    Article  MathSciNet  Google Scholar 

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© 2003 Springer Basel AG

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Plonka, G., Tasche, M. (2003). Integer DCT—II by Lifting Steps. In: Haussmann, W., Jetter, K., Reimer, M., Stöckler, J. (eds) Modern Developments in Multivariate Approximation. International Series of Numerical Mathematics, vol 145. Birkhäuser, Basel. https://doi.org/10.1007/978-3-0348-8067-1_13

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  • DOI: https://doi.org/10.1007/978-3-0348-8067-1_13

  • Publisher Name: Birkhäuser, Basel

  • Print ISBN: 978-3-0348-9427-2

  • Online ISBN: 978-3-0348-8067-1

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