Method and system for crowd segmentation
    5.
    发明申请
    Method and system for crowd segmentation 有权
    人群分割的方法和系统

    公开(公告)号:US20090310862A1

    公开(公告)日:2009-12-17

    申请号:US12457543

    申请日:2009-06-15

    IPC分类号: G06K9/34

    CPC分类号: G06K9/00778

    摘要: Aspects of the disclosure provide a method for crowd segmentation that can globally optimize crowd segmentation of an input image based on local information of the input image. The method can include receiving an input image of a site, initializing a plurality of hypothesis based on the input image, dividing the input image into a plurality of patches, calculating an affinity measure of one or more patches to a hypothesis based on a partial response of the patches to a whole body classifier of the hypothesis that includes a combination of weak classifiers, and optimizing assignments of the plurality of patches to the plurality of hypothesis based on the affinity measures of the plurality of patches to the plurality of hypothesis.

    摘要翻译: 本公开的方面提供了一种用于人群分割的方法,其可以基于输入图像的本地信息全局地优化输入图像的群体分割。 该方法可以包括接收站点的输入图像,基于输入图像初始化多个假设,将输入图像划分成多个补丁,基于部分响应计算假设的一个或多个补丁的亲和度量 所述补丁包括所述假定的全身分类器,所述假设包括弱分类器的组合,以及基于所述多个假设的所述多个贴片的亲和度测量,将所述多个贴片的分配优化为所述多个假设。

    Identifying descriptor for person or object in an image
    10.
    发明授权
    Identifying descriptor for person or object in an image 有权
    识别图像中人或物体的描述符

    公开(公告)号:US08165397B2

    公开(公告)日:2012-04-24

    申请号:US11987777

    申请日:2007-12-04

    IPC分类号: G06K9/00

    CPC分类号: G06K9/4614 G06K9/4647

    摘要: A device and method for processing an image to create appearance and shape labeled images of a person or object captured within the image. The appearance and shape labeled images are unique properties of the person or object and can be used to re-identify the person or object in subsequent images. The appearance labeled image is an aggregate of pre-stored appearance labels that are assigned to image segments of the image based on calculated appearance attributes of each image segment. The shape labeled image is an aggregate of pre-stored shape labels that are assigned to image segments of the image based on calculated shape attributes of each image segment. An identifying descriptor of the person or object can be computed based on both the appearance labeled image and the shape labeled image. The descriptor can be compared with other descriptors of later captured images to re-identify a person or object.

    摘要翻译: 一种用于处理图像以创建在图像内捕获的人或物体的标记图像的外观和形状的形状的装置和方法。 标记图像的外观和形状是人或物体的独特属性,可用于在后续图像中重新识别人或物体。 标注图像的外观是根据每个图像段的计算外观属性分配给图像的图像段的预先存储的外观标签的聚合。 形状标记图像是基于每个图像片段的计算形状属性分配给图像的图像片段的预先存储的形状标签的聚合。 可以基于外观标记图像和标记图像的形状来计算人物或物体的识别描述符。 可以将描述符与后面捕获的图像的其他描述符进行比较,以重新识别人或物体。