计算机仿真2024,Vol.41Issue(8) :200-203,227.

基于Hough变换的动态目标物体识别算法研究

Research on Dynamic Target Object Recognition Algorithm Based on Hough Transform

吴珊丹 阮福
计算机仿真2024,Vol.41Issue(8) :200-203,227.

基于Hough变换的动态目标物体识别算法研究

Research on Dynamic Target Object Recognition Algorithm Based on Hough Transform

吴珊丹 1阮福1
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作者信息

  • 1. 内蒙古农业大学计算机技术与信息管理系,内蒙古 包头 014109
  • 折叠

摘要

与静态物体不同,动态物体具有实时变化的特点,加大了目标识别难度,为了精准识别动态目标物体,提出一种单目AR环境下动态目标物体识别算法.通过摄像机采集单目AR环境下的动态目标图像序列,采用MMTD和软阈值滤波方法对目标物体图像滤波处理.引入Hough变换方法获取动态目标物体的直线信息,并通过模式识别获取动态目标物体的位置和朝向信息,结合获取的信息实现动态目标物体识别.实验结果表明,采用所提算法方法可以在较短的时间内准确识别动态目标物体,且目标识别误差较低,对动态图像识别研究具有一定的参考价值.

Abstract

Unlike static objects,dynamic objects have the characteristic of real-time changes,which increases the difficulty of target recognition.To accurately recognize dynamic objects in monocular AR environment,this paper pro-posed an algorithm for dynamic object recognition.Firstly,we collected a series of dynamic object images in monocular AR environment through a camera.Then,we used the MMTD and soft threshold filtering method to filter the target images.Next,we introduced the Hough transform method to obtain the straight-line information of the dy-namic target,thus obtaining the position and orientation of the dynamic object through pattern recognition.According to this information,we achieved dynamic object recognition.The experimental results show that the proposed algorithm can accurately recognize dynamic targets in a short time with low target recognition error.Therefore,this method has certain reference value for dynamic image recognition.

关键词

环境/动态目标物体/识别/变换

Key words

Environment/Dynamic target object/Recognition/Transform

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基金项目

内蒙古自治区教育厅2021年自治区高等学校科学技术研究项目(NJZY21507)

出版年

2024
计算机仿真
中国航天科工集团公司第十七研究所

计算机仿真

CSTPCD
影响因子:0.518
ISSN:1006-9348
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