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    • 1. 发明授权
    • Tracking using multilevel representations
    • 使用多层次表示进行跟踪
    • US09519837B2
    • 2016-12-13
    • US14323360
    • 2014-07-03
    • Toyota Motor Engineering & Manufacturing North America, Inc.University of Technology, Sydney
    • Xue MeiChaohui WangZhibin HongDanil V. ProkhorovDacheng Tao
    • G06K9/00G06K9/32G06T7/20
    • G06K9/3241G06K2009/3291G06T7/207
    • A method of tracking a target object in frames of video data includes receiving a first tracking position associated with the target object in a first frame of a video sequence; identifying, for a second frame of the video sequence, a plurality of representation levels and at least one node for each representation level; determining, by a processor, a second tracking position in the second frame by estimating motion of the target object in the second frame between the first frame and the second frame; determining, at each representation level by the processor, a value for each node based on a conditional property of the node in the second frame; and adjusting, by the processor, the second tracking position based on the values determined for each of the nodes and interactions between at least some of the nodes at different representation levels.
    • 在视频数据帧中跟踪目标对象的方法包括在视频序列的第一帧中接收与目标对象相关联的第一跟踪位置; 对于所述视频序列的第二帧,为每个表示级别识别多个表示级别和至少一个节点; 通过估计第一帧和第二帧之间的第二帧中的目标对象的运动,由处理器确定第二帧中的第二跟踪位置; 在所述处理器的每个表示级别,基于所述第二帧中的所述节点的条件属性来确定每个节点的值; 以及由处理器基于为每个节点确定的值和在不同表示级别的至少一些节点之间的交互来调整第二跟踪位置。