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A New Method for Moving Object Extraction and Tracking Based on the Exclusive Block Matching

机译：基于排他块匹配的运动目标提取与跟踪新方法

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摘要

Robust object tracking is required by many vision applications, and it will be useful for the motion analysis of moving object if we can not only track the object, but also make clear the corresponding relation of each part between consecutive frames. For this purpose, we propose a new method for moving object extraction and tracking based on the exclusive block matching. We build a cost matrix consisting of the similarities between the current frame's and the previous frame's blocks and obtain the corresponding relation by solving one-to-one matching as linear assignment problem. In addition, we can track the trajectory of occluded blocks by dealing with multi-frames simultaneously.
机译：许多视觉应用程序都需要强大的对象跟踪，如果我们不仅可以跟踪对象，而且还可以弄清连续帧之间各部分的对应关系，则对运动对象的运动分析将很有用。为此，我们提出了一种基于排他块匹配的运动目标提取和跟踪新方法。我们建立一个由当前帧和前一帧的块之间的相似性组成的成本矩阵，并通过解决一对一匹配作为线性分配问题来获得对应的关系。另外，我们可以通过同时处理多帧来跟踪遮挡块的轨迹。

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  • 来源
  • 会议地点 Tokyo(JP);Tokyo(JP)
  • 作者

    Zhu Li; Kenichi Yabuta; Hitoshi Kitazawa;

  • 作者单位

    Department of Electrical and Electronic Engineering, Tokyo University of Agriculture and Technology 2-24-16 Naka-cho, Koganei-shi, Tokyo, 184-8588 Japan;

    Department of Electrical and Electronic Engineering, Tokyo University of Agriculture and Technology 2-24-16 Naka-cho, Koganei-shi, Tokyo, 184-8588 Japan;

    Department of Electrical and Electronic Engineering, Tokyo University of Agriculture and Technology 2-24-16 Naka-cho, Koganei-shi, Tokyo, 184-8588 Japan;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 计算机网络;
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