Gippsland School of Information Technology, Monash University, Churchill, Vic 3842, Australia.
IEEE Trans Image Process. 2010 Mar;19(3):691-701. doi: 10.1109/TIP.2009.2033406. Epub 2009 Sep 29.
Among the existing block partitioning schemes, the pattern-based video coding (PVC) has already established its superiority at low bit-rate. Its innovative segmentation process with regular-shaped pattern templates is very fast as it avoids handling the exact shape of the moving objects. It also judiciously encodes the pattern-uncovered background segments capturing high level of interblock temporal redundancy without any motion compensation, which is favoured by the rate-distortion optimizer at low bit-rates. The existing PVC technique, however, uses a number of content-sensitive thresholds and thus setting them to any predefined values risks ignoring some of the macroblocks that would otherwise be encoded with patterns. Furthermore, occluded background can potentially degrade the performance of this technique. In this paper, a robust PVC scheme is proposed by removing all the content-sensitive thresholds, introducing a new similarity metric, considering multiple top-ranked patterns by the rate-distortion optimizer, and refining the Lagrangian multiplier of the H.264 standard for efficient embedding. A novel pattern-based residual encoding approach is also integrated to address the occlusion issue. Once embedded into the H.264 Baseline profile, the proposed PVC scheme improves the image quality perceptually significantly by at least 0.5 dB in low bit-rate video coding applications. A similar trend is observed for moderate to high bit-rate applications when the proposed scheme replaces the bi-directional predictive mode in the H.264 High profile.
在现有的分块方案中,基于模式的视频编码 (PVC) 已经在低比特率下显示出了其优势。它的创新分段过程使用规则形状的模式模板,非常快速,因为它避免了处理移动对象的确切形状。它还巧妙地对模式覆盖的背景段进行编码,在不进行任何运动补偿的情况下捕获高水平的帧间时间冗余,这在低比特率下受到率失真优化器的青睐。然而,现有的 PVC 技术使用了许多与内容相关的阈值,因此将它们设置为任何预定义的值都有可能忽略一些本来可以使用模式进行编码的宏块。此外,遮挡的背景可能会降低该技术的性能。在本文中,通过去除所有与内容相关的阈值,引入新的相似性度量,考虑由率失真优化器选择的多个最佳模式,并改进 H.264 标准的拉格朗日乘数,提出了一种稳健的 PVC 方案,以实现有效的嵌入。还集成了一种新的基于模式的残差编码方法来解决遮挡问题。一旦将其嵌入到 H.264 基线配置文件中,所提出的 PVC 方案就可以通过至少 0.5 dB 的感知质量显著提高低比特率视频编码应用中的图像质量。当所提出的方案替换 H.264 高级配置文件中的双向预测模式时,在中等至高比特率应用中也观察到了类似的趋势。