OBJECT DETECTION APPARATUS AND OBJECT DETECTION METHOD
    2.
    发明申请
    OBJECT DETECTION APPARATUS AND OBJECT DETECTION METHOD 审中-公开
    对象检测装置和对象检测方法

    公开(公告)号:US20140161364A1

    公开(公告)日:2014-06-12

    申请号:US14179041

    申请日:2014-02-12

    申请人: Morpho, Inc.

    发明人: Shogo SAWAI

    IPC分类号: G06K9/62

    摘要: An object detection apparatus that detects an object to be detected captured in a determination image according to a feature amount of the object to be detected preliminarily learned by the use of a learning image, the object detection apparatus including a detector 2 causing strong classifiers 21m to operate in order of lower classification accuracy, continuing processing when the strong classifier 21m has determined that the object to be detected is captured in the determination image, and determining that the object to be detected has not been detected without causing the strong classifier 21m having classification accuracy higher than the aforementioned strong classifier 21m to operate, when the strong classifier 21m has determined that the object to be detected is not captured in the determination image, wherein the strong classifier 21m inputs a classification result of the strong classifier 21m having classification accuracy lower than the aforementioned strong classifier 21m and determines whether the object to be detected is captured or not in the determination image according to the plurality of estimation values and the input classification result.

    摘要翻译: 一种物体检测装置,其根据通过使用学习图像预先学习的待检测对象的特征量,在确定图像中检测出被检测物体,所述物体检测装置包括:检测器2,其使强分类器21m〜 以分类精度较低的顺序进行操作,强分类器21m已确定要在被检测对象被捕获在确定图像中,并且确定未检测到被检测对象尚未被检测到,而不会导致具有分类的强分类器21m 当强分类器21m已经确定被检测对象未被捕获在确定图像中时,强分类器21m输入分类精度较低的强分类器21m的分类结果, 比上述强分类器21m a d根据多个估计值和输入分类结果确定在确定图像中是否捕获要检测的对象。