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Method and apparatus for detecting obstacle based on monocular camera

机译:基于单眼相机的障碍物检测方法及装置

摘要

Method and apparatus for detecting obstacle based on monocular camera are provided. The method includes: obtaining a target frame image and its adjacent frame image shot by the monocular camera; deleting an unstable feature point from an initial feature point set of the adjacent frame image to obtain a preferred feature point set; dividing a target feature point set to obtain several target feature point subsets; judging whether the target feature point subset corresponds to obstacle based on a change of a distance between points within a ground projection point set of the target feature point subset from adjacent frame time instant to target frame time instant; and determining a union of all the target feature point subsets which are judged as corresponding to obstacles as an obstacle point set of the target frame image.
机译:提供了一种基于单眼相机的障碍物检测方法和装置。该方法包括:获得单目相机拍摄的目标帧图像及其相邻帧图像;从相邻帧图像的初始特征点集合中删除不稳定特征点,以获得优选特征点集合;划分目标特征点集以获得多个目标特征点子集;根据目标特征点子集的地面投影点集内各点之间的距离从相邻帧时刻到目标帧时刻的变化,判断目标特征点子集是否与障碍物对应;确定被判断为与障碍物相对应的所有目标特征点子集的并集作为目标帧图像的障碍点集。

著录项

  • 公开/公告号US9521317B2

    专利类型

  • 公开/公告日2016-12-13

    原文格式PDF

  • 申请/专利权人 NEUSOFT CORPORATION;

    申请/专利号US201514673876

  • 发明设计人 HUAI YUAN;WEI LIU;HONGFEI YU;

    申请日2015-03-31

  • 分类号G06K9/00;H04N5/232;G06T7/20;

  • 国家 US

  • 入库时间 2022-08-21 13:43:55

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