Abstract
In this paper, we present a novel design of a wavelet-based video coding algorithm within a conventional hybrid framework of temporal motion-compensated prediction and transform coding. Our proposed algorithm involves the incorporation of multi-frame motion compensation as an effective means of improving the quality of the temporal prediction. In addition, we follow the rate-distortion optimizing strategy of using a Lagrangian cost function to discriminate between different decisions in the video encoding process. Finally, we demonstrate that context-based adaptive arithmetic coding is a key element for fast adaptation and high coding efficiency. The combination of overlapped block motion compensation and frame-based transform coding enables blocking-artifact free and hence subjectively more pleasing video. In comparison with a highly optimized MPEG-4 (Version 2)coder, our proposed scheme provides significant performance gains in objective quality of 2.0-3.5 dB PSNR.
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References
Bjontegaard, G.(ed.): H.26L Test Model Long Term Number 8 (TML8), ITU-T SG 16 Doc.VCEG-N10 (2001)
Cohen, A., Daubechies, I., Feauveau, J.-C.: Biorthogonal Bases of Compactly Supported Wavelets, Comm. on Pure and Appl. Math., Vol. 45 (1992) 485–560
Lewis, A., Knowles, G.: Image Compression Using the 2D Wavelet Transform, IEEE Trans. on Image Processing, Vol. 1, No. 2 (1992) 244–250
Marpe, D., Blättermann, G., Wiegand, T.: Adaptive Codes for H.26L, ITU-T SG 16 Doc.VCEG-L13 (2001)
Marpe, D., Cycon, H. L.: Efficient Pre-Coding Techniques for Wavelet-Based Image Compression, Proceedings Picture Coding Symposium 1997 45–50
Marpe, D., Cycon, H. L.: Very Low Bit-Rate Video Coding Using Wavelet-Based Techniques, IEEE Trans. on Circuits and Systems for Video Technology, Vol. 9, No. 1 (1999) 85–94
Orchard, M. T., Sullivan, G. J.: Overlapped Block Motion Compensation: An Estimation-Theoretic Approach, IEEE Trans. on Image Processing, Vol. 3, No. 5 (1994) 693–699
Petukhov, A. P.: Recursive Wavelets and Image Compression, Proceedings International Congress of Mathematicians 1998
Schwarz, H., Wiegand, T.: An Improved MPEG-4 Coder Using Lagrangian Coder Control, ITU-T SG 16 Doc. VCEG-M49 (2001)
Wiegand, T., Zhang, X., Girod, B.: Long-Term Memory Motion-Compensated Prediction, IEEE Trans. on Circuits and Systems for Video Technology, Vol. 9, No. 1 (1999) 70–84
Wiegand, T., Lightstone, M., Mukherjee, D., Campbell, T. G., Mitra, S. K.: Rateistortion Optimized Mode Selection for Very Low Bit Rate Video Coding and the Emerging H.263 Standard, IEEE Trans. on Circuits and Systems for Video Technology, Vol. 6, No. 2 (1996) 182–190
Witten, I., Neal, R., Cleary, J.: Arithmetic Coding for Data Compression, Communications of the ACM, Vol. 30 (1987) 520–540
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© 2001 Springer-Verlag Berlin Heidelberg
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Marpe, D., Wiegand, T., Cycon, H.L. (2001). Wavelet-Based Video Compression Using Long-Term Memory Motion-Compensated Prediction and Context-Based Adaptive Arithmetic Coding. In: Tang, Y.Y., Yuen, P.C., Li, Ch., Wickerhauser, V. (eds) Wavelet Analysis and Its Applications. WAA 2001. Lecture Notes in Computer Science, vol 2251. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-45333-4_12
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DOI: https://doi.org/10.1007/3-540-45333-4_12
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