期刊文献+

一种有效的空间域视频传输差错掩盖算法 被引量:6

An Efficient Spatial Error Concealment for Video Transmission
下载PDF
导出
摘要 针对易错信道中传输视频图像容易发生差错而导致图像块丢失的现象,提出一种有效的空间域差错掩盖算法.根据周围正确解码块中的边缘信息把丢失块分成平滑块和边缘块两类.对于不含有边缘的丢失块用简单的线性插值进行恢复;对含有边缘的丢失块先用基于梯度的自适应预测(GAP)法获得丢失块的初始值,然后用最大后验概率方法对初始值进行优化.实验结果表明该算法能够获得优越的图像质量,同时计算复杂度低,适用于视频图像的实时性传输. The encoded bit streams of video transmitted in error-prone channel are vulnerable to transmission errors, which usually result in missing blocks at the decoder. In this paper, an efficient spatial error concealment method for video transmission is proposed. The missing blocks are classified into uniform blocks and edge blocks by using the edge information extracted from the surrounding correctly received blocks. For the missing blocks, which are uniform blocks, the error can be concealed by simple linear interpolation. For the missing blocks, which are edge blocks, the initial values of the missing blocks can be obtained by prediction based on gradient adaptive prediction (GAP). The maximum a posteriori (MAP) method is used to implement the optimization with the initial value of the missing block. The experimental results demonstrate that the proposed algorithm not only can obtain excellent image quality, but also can be applied for real-tlme video transmission because of low computational complexity.
出处 《计算机研究与发展》 EI CSCD 北大核心 2006年第3期536-541,共6页 Journal of Computer Research and Development
基金 国家杰出青年自然科学基金项目(60325310) 广东省自然科学团队研究项目(04205783) 科技部重大基础前期研究专项基金项目(2005CCA04100) 江西师范大学青年成长基金项目(1336)~~
关键词 差错掩盖 GAP 马尔可夫随机场 error concealment GAP Markov random field (MRF)
  • 相关文献

参考文献9

  • 1Y. Wang, Q. F. Zhu, L. Shaw. Maximally smooth image recovery in transform coding. IEEE Trans. Communications,1993, 41(10): 1544-1551.
  • 2H. Sun, W. Kwok. Concealment of damaged block transform coded images using projections onto convex sets. IEEE Trans.Image Proceessing, 1995, 4(4) : 470-476.
  • 3J. W. Park, J. W. Kim, S. U. Lee. DCT coefficients recoverybased error concealment technique and its application to MPEG-2 bit stream error. IEEE Trans. Circuits Syst. Video Technol.,1997, 7(6): 845-854.
  • 4Wilson Kwok, Huifang Sun, Multi-directional interpolation for spatial error concealment, IEEE Trans. Consumer Electron.,1993, 39(3): 455-460.
  • 5Xin Li, Miehale T. Orchard. Edge-directed prediction for lossless compression of natural images. IEEE Trans, Image Processing,2001, 10(6): 813-817.
  • 6S. Shirani, F. Kossentini, R. Ward. A concealment method for video communications in an error-prone environment. IEEE J.Select. Areas. Commu., 2000, 18(6): 1122-1128.
  • 7S. Aign, K. Fazel. Temporal and spatial error concealment techniques for hierarchiacal mpge-2 video codec. IEEE Int'l Conf.Communication, Seattle, 1995.
  • 8Xiao lin Wu, Nasir Memon. Context-based, adaptive, lossless image coding. IEEE Trans. Communication, 1997, 45(4): 437-444.
  • 9S, Geman, D. Geman. Stochastic relaxation, Gibbs distribution,and the Bayesian restoration of images, IEEE Trans. Pattern Anal. Machine Intell. , 1984, 6:689-691.

同被引文献30

引证文献6

二级引证文献5

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部