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A Semi-Automatic Video Segmentation Algorithm using Virtual Blue Screens

机译:使用虚拟蓝屏的半自动视频分割算法

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In order to support the object-based coding in the MPEG-4 video coding standard, we need to represent each video frame in terms of video object planes (VOPs). Segmentation is an essential operation to generate such VOPs. In this paper, we propose a semi-automatic segmentation algorithm using a concept of the virtual blue screen (VBS) that is defined as an image where its background is colored by a particular value, such as blue. After we extract moving objects in the first frame using VBS, we predict locations of the moving objects in the following frames via VBS. Experiment results show that the proposed method reduces the computational complexity significantly, while providing reasonably good segmentation results under an assumption that the video sequence has a still background.
机译:为了支持MPEG-4视频编码标准中的基于对象编码,我们需要在视频对象平面(VOPS)方面表示每个视频帧。分段是生成此类vops的基本操作。在本文中,我们提出了一种使用虚拟蓝屏(VBS)的概念来提出半自动分割算法,该概念被定义为其背景由特定值彩色的图像,例如蓝色。在我们使用VBS中提取第一帧中的移动对象之后,我们通过VBS预测以下帧中的移动对象的位置。实验结果表明,该方法显着降低了计算复杂性,同时在视频序列具有静止背景的假设下提供合理的分段结果。

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