Multiple description image coding based on directional lifting wavelet transform

被引:0
作者
Zhang, Nan [1 ]
Lu, Yan [2 ]
Wu, Feng [2 ]
Yin, Bao-Cai [1 ]
机构
[1] Multimedia and Intelligent Software Technology, Beijing Municipal Key Laboratory, College of Computer Science and Technology, Beijing University of Technology
[2] Microsoft Research Asia
来源
Zidonghua Xuebao/Acta Automatica Sinica | 2007年 / 33卷 / 06期
关键词
Directional prediction; Image interpolation; Lifting wavelet transform; Multiple description coding; Quincunx downsampling;
D O I
10.1360/aas-007-0567
中图分类号
学科分类号
摘要
In this paper, a new multiple description image coding scheme based on directional lifting wavelet transform is proposed, which can avoid the serious quality degradation of compressed images in the Internet or wireless environment due to the packet error or packet loss. The basic idea is to divide an image into two descriptions with quincunx down-sampling. To tackle the problem of low coding efficiency in the traditional spatial domain multiple description image coding techniques, we propose a directional lifting technique to extensively exploit the correlations among neighboring pixels, in which the lifting directions are selected and organized based on the quad-tree partition. A novel interpolation scheme is employed in the side decoder to reconstruct one description with full resolution. The data fusion algorithm is employed in the central decoder to reconstruct the whole image, which can further improve the quality of the reconstructed image.
引用
收藏
页码:567 / 576
页数:9
相关论文
共 13 条
[1]  
Goyal V.K., Multiple description coding: Compressing meets the network, IEEE Signal Processing Magazine, 18, 5, pp. 74-93, (2001)
[2]  
Tom A.S., Yeh C.L., Chu F., Packet video for cell loss protection using deinterleaving and scrambling, Proceedings of International Conference on Acoustics, Speech, and Signal Processing, pp. 2857-2860, (1991)
[3]  
Wang Y., Orchard M.T., Vaishampayan V., Reibman A.R., Multiple description coding using pairwise correlating transforms, IEEE Transactions on Image Processing, 10, 3, pp. 351-366, (2001)
[4]  
Goyal V.K., Kovacevic J., Generalized multiple description coding with correlating transforms, IEEE Transactions on Information Theory, 47, 6, pp. 2199-2224, (2001)
[5]  
Vaishampayan V.A., Design of multile description scalar quantizers, IEEE Transactions on Information Theory, 39, 3, pp. 821-834, (1993)
[6]  
Kim C.S., Lee S.U., Multiple description coding of motion fields for robust video technology, IEEE Transactions on Circuits and Systems for Video Technology, 11, 9, pp. 999-1010, (2001)
[7]  
Wang Y., Lin S.N., Error-resilient video coding using multiple description motion compensation, IEEE Transactions on Circuits and Systems for Video Technology, 12, 6, pp. 438-452, (2002)
[8]  
Daubechies I., Sweldens W., Factoring wavelet transforms into lifting steps, Journal of Fourier Analysis and Application, 4, 3, pp. 245-267, (1998)
[9]  
Sweldens W., The lifting scheme: A construction of second generation wavelets, SIAM Journal of Mathematical Analysis, 29, 2, pp. 511-546, (1998)
[10]  
Zhang X.J., Wu X.L., Image interpolation using texture orientation map and kernel Fisher discriminant, Proceedings of IEEE International Conference on Image Processing, (2005)