Efficient Image Processing Method of Surface Defect Detection for Steel Balls in Batch

机译：批量检测钢球表面缺陷的高效图像处理方法

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摘要

In order to achieve efficient steel ball surface defects automatic detection,coordinating with the structure that a row of balls roll on an one-dimension rail while two cameras snap images at the same time from above,a novel steel ball surface image processing method is proposed.This method can efficiently and accurately distinguish whether a steel ball has surface defects.Because several balls in a row are detected at the same time and different kinds of defects can be detected out without having to be classified,inspection efficiency is enhanced.Tested with the 1.5mm micro steel balls,this method performed well.

机译：为了实现高效的钢球表面缺陷自动检测，结合一排球滚动在一维轨道上同时两个摄像头从上方同时拍摄图像的结构，提出了一种新颖的钢球表面图像处理方法这种方法可以有效，准确地识别出钢球是否存在表面缺陷。由于可以同时检测到多个钢球，并且无需分类就可以检测出不同种类的缺陷，从而提高了检测效率。 1.5mm的微型钢球，这种方法效果很好。

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来源
《International conference on mechatronics technology》|2012年|139-143|共5页
会议地点 Tianjin(CN)
作者
Zhong Wang; Fang-Ying Pei; Lin Li;
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作者单位

Sate Key Laboratory of Precision Measuring Technology Instruments, Tianjin University, Tianjin, China;

Sate Key Laboratory of Precision Measuring Technology Instruments, Tianjin University, Tianjin, China;

Sate Key Laboratory of Precision Measuring Technology Instruments, Tianjin University, Tianjin, China;

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会议组织
原文格式 PDF
正文语种 eng
中图分类 TH15;
关键词
machine vision; image processing; steel ball; surface defect; automatic inspection;

机译：机器视觉;图像处理;钢球;表面缺陷;自动检查;

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专利

1. Automatic Detection of Steel Ball's Surface Flaws Based on Image Processing [J] . YU Zheng-lin, TAN Wei, YANG Dong-lin, 兵工学报（英文版） . 2007,第003期

机译：基于图像处理的钢球表面缺陷自动检测
2. Surface defect detection in tiling Industries using digital image processing methods: Analysis and evaluation [J] . Mohammad H. Karimi, Davud Asemani ISA Transactions . 2014,第3期

机译：使用数字图像处理方法的瓷砖行业表面缺陷检测：分析和评估
3. Detection and Recognition of Steel Ball Surface Defect Based on MATLAB [J] . Yongzhi Lin, Xianli Liu, Haiying Han, Key Engineering Materials . 2009,第期

机译：基于MATLAB的钢球表面缺陷检测与识别
4. Efficient Image Processing Method of Surface Defect Detection for Steel Balls in Batch [C] . Zhong Wang, Fang-Ying Pei, Lin Li International conference on mechatronics technology . 2012

机译：批量钢球表面缺陷检测的高效图像处理方法
5. Surface defect detection, classification and root cause diagnosis in steel hot rolling process. [D] . Jia, Hongbin. 2005

机译：钢热轧过程中的表面缺陷检测，分类和根本原因诊断。
6. Scanning Acoustic Microscopy (SAM): A Robust Method for Defect Detection during the Manufacturing Process of Ultrasound Probes for Medical Imaging [O] . Francesco Bertocci, Andrea Grandoni, Tatjana Djuric-Rissner 2019

机译：扫描声显微镜（SAM）：一种用于医学成像的超声探头制造过程中缺陷检测的可靠方法
7. A fast detection method for region of defect on strip steel surface [O] . Gong, R., Chu, M., Wang, A., 2015

机译：一种带钢表面缺陷区域的快速检测方法
8. Detection of Fuze Defects by Image Processing Methods [R] . Chung, M. J. 1988

机译：用图像处理方法检测引信缺陷

Efficient Image Processing Method of Surface Defect Detection for Steel Balls in Batch

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