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Method and apparatus for color-based object tracking in video sequences

机译:用于视频序列中基于颜色的对象跟踪的方法和设备

摘要

A method and apparatus for tracking a color-based object in video sequences are provided. According to the method, an initial object area in one frame of video sequences desired to be tracked is assigned, and an initial object effective window containing the initial object area is assigned. A frame following the frame containing the assigned initial object area is received as a newly input image, and an object search window containing the initial object area for tracking and the initial object effective window in the newly input image is assigned. Then, the model histogram of the initial object area corresponding to a predetermined bin resolution value and the input histogram of the image in the object search window are calculated. From the calculated object probability image, using a predetermined method, a new object area to which the initial object area moved is obtained in the next frame in which the initial object area of the frame desired to be tracked is given as a previous (tracked) object area. By doing so, the object in video sequences is tracked. Accordingly, using the continuously extracted video object region information, an object-based interactive-type additional information service function in movies, TV programs, and CFs can be implemented effectively.
机译:提供了一种用于在视频序列中跟踪基于颜色的对象的方法和设备。根据该方法,分配期望跟踪的视频序列的一帧中的初始对象区域,并且分配包含该初始对象区域的初始对象有效窗口。接收包含所分配的初始对象区域的帧之后的帧作为新输入图像,并且分配包含用于跟踪的初始对象区域和新输入图像中的初始对象有效窗口的对象搜索窗口。然后,计算与预定仓分辨率值相对应的初始对象区域的模型直方图和在对象搜索窗口中的图像的输入直方图。从计算出的对象概率图像,使用预定方法,在下一帧中获得初始对象区域移动到的新对象区域,在下一帧中将要跟踪的帧的初始对象区域作为先前的对象(被跟踪)对象区域。通过这样做,跟踪了视频序列中的对象。因此,使用连续提取的视频对象区域信息,可以有效地实现电影,TV节目和CF中的基于对象的交互型附加信息服务功能。

著录项

  • 公开/公告号US7187783B2

    专利类型

  • 公开/公告日2007-03-06

    原文格式PDF

  • 申请/专利权人 YOUNG-SU MOON;CHANG-YEONG KIM;

    申请/专利号US20020329469

  • 发明设计人 CHANG-YEONG KIM;YOUNG-SU MOON;

    申请日2002-12-27

  • 分类号G06K9/00;

  • 国家 US

  • 入库时间 2022-08-21 20:59:52

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