首页> 外文会议>Image Processing, 1994. Proceedings. ICIP-94., IEEE International Conference >Extending block-matching algorithms for estimating multiple image motions
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Extending block-matching algorithms for estimating multiple image motions

机译:扩展块匹配算法以估计多个图像运动

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To estimate local motion from moving images, many algorithms have been proposed. Although the concept of the existing block-matching algorithm is very simple, it works well even under real noisy conditions, and hence it is often used in various practical application fields such as video processing. However, the existing block-matching method does not work well if a given analysis image block contains multiple image regions moving in different directions, and/or if boundaries of a given analysis image block and object boundaries do not coincide. To solve this problem, we extend the basic concept of the existing block-matching algorithm, and thus form two different algorithms for the analysis of multiple distinct motions in two different complex configurations of local motion. The one algorithm is based on the assumption that there may be multiple distinct image regions undergoing coherent motion within a given analysis image block, while the other algorithm is based on the assumption that multiple different moving image patterns appear superimposed within a given analysis image block. Through computer simulations, we demonstrate the potentiality of the extended block-matching algorithms.
机译:为了从运动图像估计局部运动,已经提出了许多算法。尽管现有的块匹配算法的概念非常简单,但是即使在实际的噪声条件下它也能很好地工作,因此它经常用于各种实际应用领域,例如视频处理。但是,如果给定的分析图像块包含沿不同方向移动的多个图像区域,并且/或者如果给定的分析图像块的边界与对象边界不一致,则现有的块匹配方法将无法很好地工作。为了解决这个问题,我们扩展了现有的块匹配算法的基本概念,从而形成了两种不同的算法,用于分析两种不同的局部运动复杂配置中的多种不同的运动。一种算法基于假设在给定的分析图像块内可能有多个不同的图像区域进行相干运动,而另一种算法基于这种假设,即在给定的分析图像块内出现了多个不同的运动图像图案。通过计算机仿真,我们证明了扩展块匹配算法的潜力。

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