H264/AVC中马尔可夫降噪技术的评价与集成

K. Hachicha, P. Garda
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引用次数: 0

摘要

当序列n0i。w增加。以预测模式编码的帧中匹配宏块与最高参考帧之间的差异所产生的残差急剧增加,因此它与命中率一致。一种经典的解决方案是排列或预测5个参考帧,以便找到最佳匹配宏块。然而,即使是最好的比赛。反映噪声的最小值的变化仍然存在于编码的残留中。此外,从实现的角度来看,会有额外的处理延迟和更高的内存需求。为了解决这一问题,我们提出在H.264/A VC编码器中嵌入一种基于马尔可夫随机场的运动检测技术。相对于匹配大锁之间发生的活动运动产生的高频噪声,Rel分割减少了噪声的变化。该算法只需要3个参考帧就可以检测到匹配块之间的真实运动,并且在保持压缩序列质量的同时降低了比特率。索引项H 2 6 4 / A V C,马尔可夫随机场,运动估计,降噪。
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Evaluation and integration of markov noise reduction technique in H264/AVC
When the sequence n0i.w increases. the residue restilting from the dgerence hetween the matching macroblocks in the frame coded in predictive mode and the hest reference frame increases dramaticallv and so it i the sanie with the hit rate. One classical soliition consists in tising,/or prediction the 5 ollowed reference frames in order to find the best possihle matching macroblock. However, even with the hest match. the variation of lriminunce which reflects noise still e.rists in the residue to code. Moreover, from an implementation point of view, there would be additional processing delaw and higher memow reqiiirements. To solve this problem, we propose to embed in the H.264/A VC encoder, a technique of motion detection hased on Markov Random Fields which relies on robrrst moving pi.rel segmentation and reduces the variation of the honinance thot more ojien results,from noise rather t hmf rom an actiial motion occurring between matching macrohlocks. This algorithm needs onlv 3 reference frames to detect real niotion beween matching marroblocks and it enables decreasing the bit rate while maintaining the quality of compressed sequence. Index Terms H 2 6 4 / A V C , Markov random fields, motion estimation, noise reduction.
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