变换域维纳滤波及其改进

计算机工程与应用 ›› 2012, Vol. 48 ›› Issue (35): 194-198.

• 图形、图像、模式识别 • 上一篇下一篇

变换域维纳滤波及其改进

谢艾纾1，徐成2，赵利平3，邓绍伟1，赵嫦花1

1.怀化学院计算机系，湖南怀化 418008
2.湖南大学信息科学与工程学院，长沙 410082
3.嘉兴学院，浙江嘉兴 314000

出版日期:2012-12-11 发布日期:2012-12-21

Improved transform-domain Wiener filtering for H.264/AVC video encoding

XIE Aishu1, XU Cheng2, ZHAO Liping3, DENG Shaowei1, ZHAO Changhua1

1.Department of Computer, Huaihua University, Huaihua, Hunan 418008, China
2.School of Information Science and Engineering, Hunan University, Changsha 410082, China
3.Jiaxing University, Jiaxing, Zhejiang 314000, China

Online:2012-12-11 Published:2012-12-21

摘要/Abstract

摘要： 针对变换域维纳滤波算法在低配置T264编码环境下降噪性能存在急剧下降的现象，提出在计算DCT系数归一化协方差矩阵时，利用块内数据间的强相关性，对交流系数的方差值进行估值修复，进而改进DCT系数调节因子的计算式。在已知噪声强度和低配置T264编码环境下，通过与现有算法做对比实验，证明对于低慢速和画面比较平滑的视频序列，改进的变换域维纳滤波在压缩效率、平均峰值信噪比两个性能评价指标上都优于其他几种算法，而且在噪声强度增强的情况下仍具有相对稳定的降噪能力。

关键词: 变换域维纳滤波, 归一化协方差矩阵, 交流系数

Abstract: The transform-domain Wiener filter can not denoise efficiently in the highly improved H.264/AVC video encoder. This paper improves the calculation of filter factors of DCT coefficients by modifying the normalized covariance estimator according to its high correlation between the block data. After comparison with other existed denoising algorithm under the same encoding circumstances, the improved transform-domain Wiener filter algorithm has higher compression ratio and averaged peak signal-to-noise ratio, and can denoise efficiently and stably even under increased noise intensity circumstances.

Key words: transform-domain Wiener filter, normalized covariance, AC coefficient

谢艾纾1，徐成2，赵利平3，邓绍伟1，赵嫦花1. 变换域维纳滤波及其改进[J]. 计算机工程与应用, 2012, 48(35): 194-198.

XIE Aishu1, XU Cheng2, ZHAO Liping3, DENG Shaowei1, ZHAO Changhua1. Improved transform-domain Wiener filtering for H.264/AVC video encoding[J]. Computer Engineering and Applications, 2012, 48(35): 194-198.

变换域维纳滤波及其改进

Improved transform-domain Wiener filtering for H.264/AVC video encoding

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