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POSTURE ESTIMATION SYSTEM, BEHAVIOR ESTIMATION SYSTEM, AND POSTURE ESTIMATION PROGRAM

机译:姿势估计系统,行为估计系统和姿势估计程序

摘要

To provide a posture estimation system capable of accurately estimating a posture of a person in a photographed image while suppressing learning data used for machine learning, regardless of the posture of the person.SOLUTION: A posture estimation system, which estimates the posture of an object person based on a photographed image, includes: a human region detection unit that detects a region including an image of the object person in the photographed image as a human region; a head region detection unit that detects a region including a head image of the object person in the photographed image as a head region; an image rotation unit that unifies a direction of the head region with respect to a predetermined point in the human region in the photographed image in which a plurality of postures of the object person are respectively photographed by rotating each of the photographed images in a predetermined direction; and a posture estimation unit that estimates a joint point of the an object person as a posture by machine learning based on the photographed image after rotation.SELECTED DRAWING: Figure 3
机译:提供一种姿势估计系统,该姿势估计系统能够准确地估计拍摄图像中的人的姿势,同时抑制用于机器学习的学习数据,而与人的姿势无关。解决方案:一种姿势估计系统,其估计对象的姿势基于拍摄图像的人,包括:人区域检测单元,其将包括拍摄图像中的对象人的图像的区域检测为人区域。头部区域检测单元,将包括拍摄图像中的对象者的头部图像的区域检测为头部区域;图像旋转单元,其通过沿着预定方向旋转每个拍摄图像来统一头部区域相对于被拍摄对象中的多个人的姿势的被拍摄图像中的人区域中的预定点的方向;以及姿势估计单元,其基于旋转后的拍摄图像通过机器学习将对象人的关节点估计为姿势。图3

著录项

  • 公开/公告号JP2019121045A

    专利类型

  • 公开/公告日2019-07-22

    原文格式PDF

  • 申请/专利权人 KONICA MINOLTA INC;

    申请/专利号JP20170253937

  • 发明设计人 ICHITANI SHUJI;

    申请日2017-12-28

  • 分类号G06T7/70;G06T7;

  • 国家 JP

  • 入库时间 2022-08-21 12:24:41

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