现代计算机2024,Vol.30Issue(15) :74-78.DOI:10.3969/j.issn.1007-1423.2024.15.013

农村分散式污水处理中的智能视觉定位方法

Intelligent visual positioning method in rural distributed sewage treatment

蒋丽丽 于翔 沈佳华 周凯旋
现代计算机2024,Vol.30Issue(15) :74-78.DOI:10.3969/j.issn.1007-1423.2024.15.013

农村分散式污水处理中的智能视觉定位方法

Intelligent visual positioning method in rural distributed sewage treatment

蒋丽丽 1于翔 1沈佳华 2周凯旋2
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作者信息

  • 1. 南通科技职业学院信息与智能工程学院,南通 226007
  • 2. 南通浙源清恒环境科技有限公司,南通 226152
  • 折叠

摘要

农村分散式污水缺少规则的视觉特征,导致以人工为主的定位误差大、人为因素强.展开针对农村分散式污水处理中的智能视觉定位方法研究.通过摄像设备采集分散式污水处理排放口机器视觉图像,将彩色图像转换为灰度图像,采用Canny算法检测图像边缘,并且通过尺度不变特征变换提取污水处理视觉图像特征,计算特征相似度、匹配特征,结合机器视觉算法计算污水排放口的精确位置坐标,实现分散式污水定位.实验结果表明,应用此方法可以准确检测图像边缘,并且6个不同类型的农村分散式污水排放口的定位平均误差最大不超过2 cm,定位结果与实际位置之间的误差较小,实现了污水排放口位置准确定位.

Abstract

Rural distributed sewage lacks regular visual features,resulting in large artificial positioning error and strong hu-man factors.The research on intelligent visual positioning method for rural distributed sewage treatment is developed.The method by camera equipment acquisition machine visual images of distributed sewage treatment outlet,the color image into gray image,us-ing Canny algorithm to detect the image edge,and through the scale invariant feature transformation extraction sewage treatment vi-sual image features,calculation feature similarity,matching characteristics,combined with the machine vision algorithm,calculate sewage outlet precise coordinates,distributed sewage positioning.The experimental results show that the proposed method can ac-curately detect the image edge,and the average positioning error of 6 different types of rural distributed sewage discharge outlets is not more than 2 cm,and the error between the positioning results and the actual position is small,realizing the accurate positioning of the sewage discharge outlet.

关键词

农村/处理/分散式/污水/视觉定位

Key words

rural/treatment/decentralized/sewage/visual positioning

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出版年

2024
现代计算机
中大控股

现代计算机

影响因子:0.292
ISSN:1007-1423
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