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刘巍
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教授   博士生导师   硕士生导师

主要任职: 机械工程学院院长、党委副书记

性别: 男

毕业院校: 大连理工大学

学位: 博士

所在单位: 机械工程学院

学科: 机械电子工程. 测试计量技术及仪器. 精密仪器及机械

办公地点: 辽宁省大连市大连理工大学机械工程学院知方楼5027

联系方式: 辽宁省大连市大连理工大学机械工程学院,116023

电子邮箱: lw2007@dlut.edu.cn

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A suppression method of image noise for cylindrical objects based on vision sensors

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论文类型: 期刊论文

发表时间: 2016-08-15

发表刊物: SENSORS AND ACTUATORS A-PHYSICAL

收录刊物: SCIE、EI、Scopus

卷号: 247

页面范围: 403-414

ISSN号: 0924-4247

关键字: Vision measurement; Light stripe greyscale distribution; Centre point credibility; Laser curved surface reflection; Structured light

摘要: Measurement based on vision sensors plays a significant role in process control and product quality in manufacture process. In extreme conditions, the ability to effectively distinguish information from noise is essential in the measurement process. In this paper, an online detection method that achieves noise suppression based on credibility evaluation of centre points is proposed which is applicable to cylindrical objects. A correlation expression between energy and relative position of the cross-section of the light stripes is also derived, and a method for determining the credibility of centre points with the greyscale distribution rule of the correlation expression is established. Experimental results indicate that the greyscale distribution rule for light stripes is reliable, and the noise suppression method can eliminate the noise of cylindrical objects. In the experiments conducted, the relative error of laboratory measurements using the proposed method reduced from 1.84% to 0.33%. (C) 2016 Elsevier B.V. All rights reserved.

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