Selected Method of Image Analysis Used in Quality Control of Manufactured Components

被引:1
作者
Vacho, Lukas [1 ]
Balazi, Juraj [1 ]
Paulovic, Stanislav [1 ]
Adamovsky, Frantisek [1 ]
机构
[1] Slovak Univ Agr, Dept Elect Engn Automat & Informat, Tr A Hlinku 2, Nitra, Slovakia
来源
TEM JOURNAL-TECHNOLOGY EDUCATION MANAGEMENT INFORMATICS | 2018年 / 7卷 / 02期
关键词
Automated visual inspection; machine vision; quality control;
D O I
10.18421/TEM72-06
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The paper deals with the quality measurement process using the KEYENCE (R) industrial monochromatic camera and its calibration to determine the dimensions of the component under quality control process. The threshold value determines the shape of the component and the histogram method determines the number of pixels of the selected analyzed area. After calibrating the camera with a scale and changing the camera's distance to the object, a general equation was obtained from the measured points. Using this equation, it is possible to determine the size of the measured object from pixels. The average relative error of the object's dimensions was: length - 1.94 % and the width of 100 components was: 1.31 %. In quality control, monochrome cameras can be used to measure product dimensions, along with image processing principles and with other measure methods.
引用
收藏
页码:281 / 285
页数:5
相关论文
共 14 条
[1]   Industrial Image Processing Using Fuzzy-Logic [J].
Amza, Catalin Gheorghe ;
Cicic, Dumitru Titi .
25TH DAAAM INTERNATIONAL SYMPOSIUM ON INTELLIGENT MANUFACTURING AND AUTOMATION, 2014, 2015, 100 :492-498
[2]  
Blackledge J. M., 2009, DIGITAL IMAGE PROCES
[3]   Three-Dimensional Object Recognition and Registration for Robotic Grasping Systems Using a Modified Viewpoint Feature Histogram [J].
Chen, Chin-Sheng ;
Chen, Po-Chun ;
Hsu, Chih-Ming .
SENSORS, 2016, 16 (11)
[4]  
Heleno P., 2001, EURASIP J APPL SIG P, V7, P728
[5]  
Kawahito S., 2017, SENSORS, V16, P1
[6]  
Keyence Products, 2017, VIS SENS
[7]   Non-Invasive Examination of Plant Surfaces by Opto-Electronic Means-Using Russet as a Prime Example [J].
Klemm, Matthias ;
Roettger, Olga ;
Damerow, Lutz ;
Blanke, Michael .
SENSORS, 2016, 16 (04)
[8]  
Lii Z., 2014, SENSOR, V15, P4643
[9]   A survey on industrial vision systems, applications and tools [J].
Malamas, EN ;
Petrakis, EGM ;
Zervakis, M ;
Petit, L ;
Legat, JD .
IMAGE AND VISION COMPUTING, 2003, 21 (02) :171-188
[10]  
Petrovski A, 2014, 2014 37TH INTERNATIONAL CONVENTION ON INFORMATION AND COMMUNICATION TECHNOLOGY, ELECTRONICS AND MICROELECTRONICS (MIPRO), P788, DOI 10.1109/MIPRO.2014.6859673