Methods and Apparatus for Chatter Reduction in Video Object Segmentation Using a Variable Bandwidth Search Region
    1.
    发明申请
    Methods and Apparatus for Chatter Reduction in Video Object Segmentation Using a Variable Bandwidth Search Region 有权
    使用可变带宽搜索区域的视频对象分割中减少抖动的方法和装置

    公开(公告)号:US20130129156A1

    公开(公告)日:2013-05-23

    申请号:US13742213

    申请日:2013-01-15

    Abstract: Systems, methods, and computer-readable storage media for chatter reduction in video object segmentation using a variable bandwidth search region. A variable bandwidth search region generation method may be applied to a uniform search region to generate a variable bandwidth search region that reduces the search range for segmentation methods such as a graph cut method. The method may identify parts of the contour that are moving slowly, and reduce the search region bandwidth in those places to stabilize the segmentation. This method may determine a bandwidth for each of a plurality of local windows of an image according to an estimate of how much an object in the image has moved from a previous image. The method may blend the bandwidths for the plurality of local windows to generate a blended map. The method may then generate a variable bandwidth search region for an object according to the blended map.

    Abstract translation: 用于使用可变带宽搜索区域的视频对象分割中的抖动减少的系统,方法和计算机可读存储介质。 可变带宽搜索区域生成方法可以应用于均匀搜索区域以生成可变带宽搜索区域,其减少诸如图形切割方法的分割方法的搜索范围。 该方法可以识别正在缓慢移动的轮廓的部分,并且减少那些位置的搜索区域带宽以稳定分割。 该方法可以根据对图像中的对象已经从先前图像移动多少的估计来确定图像的多个局部窗口中的每一个的带宽。 该方法可以混合多个本地窗口的带宽以生成混合映射。 然后,该方法可以根据混合映射生成对象的可变带宽搜索区域。

    Methods and apparatus for chatter reduction in video object segmentation using a variable bandwidth search region
    2.
    发明授权
    Methods and apparatus for chatter reduction in video object segmentation using a variable bandwidth search region 有权
    使用可变带宽搜索区域进行视频对象分割的抖动减少的方法和装置

    公开(公告)号:US08971584B2

    公开(公告)日:2015-03-03

    申请号:US13742213

    申请日:2013-01-15

    Abstract: Systems, methods, and computer-readable storage media for chatter reduction in video object segmentation using a variable bandwidth search region. A variable bandwidth search region generation method may be applied to a uniform search region to generate a variable bandwidth search region that reduces the search range for segmentation methods such as a graph cut method. The method may identify parts of the contour that are moving slowly, and reduce the search region bandwidth in those places to stabilize the segmentation. This method may determine a bandwidth for each of a plurality of local windows of an image according to an estimate of how much an object in the image has moved from a previous image. The method may blend the bandwidths for the plurality of local windows to generate a blended map. The method may then generate a variable bandwidth search region for an object according to the blended map.

    Abstract translation: 用于使用可变带宽搜索区域的视频对象分割中的抖动减少的系统,方法和计算机可读存储介质。 可变带宽搜索区域生成方法可以应用于均匀搜索区域以生成可变带宽搜索区域,其减少诸如图形切割方法的分割方法的搜索范围。 该方法可以识别正在缓慢移动的轮廓的部分,并且减少那些位置的搜索区域带宽以稳定分割。 该方法可以根据对图像中的对象已经从先前图像移动多少的估计来确定图像的多个局部窗口中的每一个的带宽。 该方法可以混合多个本地窗口的带宽以生成混合映射。 然后,该方法可以根据混合映射生成对象的可变带宽搜索区域。

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