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Method and system for object detection and posture estimation based on object-customized image feature detection algorithm

机译:基于目标自定义图像特征检测算法的目标检测和姿态估计方法与系统

摘要

A system for object detection and posture estimation based on an object-customized image feature detection algorithm according to an embodiment of the present disclosure comprises at least one or more processors; and at least one or more memories, wherein at least one application, as an application that is stored in the memory and performs object detection and posture estimation based on an object-customized image feature detection algorithm by being executed by the at least one or more processors, learns a goal object based on a plurality of image feature detection algorithms, generates an algorithm list that includes evaluation of the plurality of image feature detection algorithms for detecting the learned goal object, detects a target object corresponding to the goal object among at least one or more candidate objects within an input image based on the generated algorithm list, and performs a posture estimation process for the detected target object based on the generated algorithm list.
机译:根据本发明实施例的基于对象自定义图像特征检测算法的对象检测和姿态估计系统包括至少一个或多个处理器;以及至少一个或多个存储器,其中至少一个应用程序作为存储在存储器中并通过由至少一个或多个处理器执行基于对象自定义图像特征检测算法执行对象检测和姿态估计的应用程序,基于多个图像特征检测算法学习目标对象,生成算法列表,该算法列表包括对用于检测学习目标对象的多个图像特征检测算法的评估,基于生成的算法列表在输入图像内的至少一个或多个候选对象中检测与目标对象相对应的目标对象,以及基于生成的算法列表对检测到的目标对象执行姿态估计处理。

著录项

  • 公开/公告号US11315283B1

    专利类型

  • 公开/公告日2022-04-26

    原文格式PDF

  • 申请/专利权人 VIRNECT INC.;

    申请/专利号US202117553502

  • 发明设计人 KI YOUNG KIM;YEON JO KIM;NOH YOUNG PARK;

    申请日2021-12-16

  • 分类号G06V10/40;G06T7/73;G06T19;G06T7/246;

  • 国家 US

  • 入库时间 2022-08-25 00:44:38

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