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Head detecting method, head detecting apparatus, attribute determining method, attribute determining apparatus, program, recording medium, and attribute determining system

机译:头部检测方法,头部检测设备,属性确定方法,属性确定设备,程序,记录介质和属性确定系统

摘要

The present invention is to provide a head detecting method for detecting the head in an image correctly at high speed.;The head detecting method of the present invention using: a preliminary head detection model acquired with images each containing at least a part of a head in a defined image region defined preliminarily as positive examples and with images each not containing a head in the defined image region as negative examples; and a definitive head detection model acquired with images each containing a head in a state where it matches preliminarily defined position and size as positive examples and with images each containing a head in a state where it does not match at least one of the preliminarily defined position and size as negative examples, the method includes:an image acquiring step of acquiring an image to be detected;a preliminary head detecting step of cutting out the defined image region as an image patch and detecting head images by referring to the preliminary head detection model; anda definitive head detecting step of detecting a definitive head image from acquired plural head images by referring to the definitive head detection model.
机译:本发明提供一种用于高速正确地检测图像中的头部的头部检测方法。本发明的头部检测方法使用:初步的头部检测模型,该模型获取的图像均包含至少一部分头部的图像在预先定义为正例的定义图像区域中,并且在定义的图像区域中均不包含头部的图像为负例;以及确定的头部检测模型,其中,每个图像都包含与初始定义的位置和大小相匹配的状态的头部作为阳性示例,以及每个图像都包含与不与预先定义的位置中的至少一个相匹配的状态的头部的图像和大小作为负面示例,该方法包括: 一个获取要检测的图像的图像获取步骤; 一个初步的头部检测步骤,将定义的图像区域裁剪为图像补丁,通过参考初步的头部检测模型检测头部图像;和 确定的头部检测步骤,通过参考确定的头部检测模型从获取的多个头部图像中检测确定的头部图像。 < / UnorderedList>

著录项

  • 公开/公告号US8917915B2

    专利类型

  • 公开/公告日2014-12-23

    原文格式PDF

  • 申请/专利权人 KAZUYA UEKI;

    申请/专利号US201113807677

  • 发明设计人 KAZUYA UEKI;

    申请日2011-05-12

  • 分类号G06K9/00;G06K9/62;G06T7/00;

  • 国家 US

  • 入库时间 2022-08-21 15:17:42

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