| 刀具磨损检测中的图像处理技术研究现状及展望 |
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| 引用本文： | 丁玉辉,曹岩,付雷杰,白瑀.刀具磨损检测中的图像处理技术研究现状及展望[J].制造技术与机床,2020(4):56-62. |
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| 作者姓名： | 丁玉辉 曹岩 付雷杰 白瑀 |
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| 作者单位： | 西安工业大学机电学院 |
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| 基金项目： | 陕西省重点研发设计计划项目:装备制造业可制造性知识挖掘与管理技术研究(2018ZDXM-GY-077);西安工业大学校长基金项目:涡轮增压器微小叶轮双目标数控精加工分区域螺旋轨迹优化(XAGDXJJ18005)。 |
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| 摘 要： | 针对刀具磨损检测在图像处理技术中的发展现状总结,并对刀具磨损检测在图像处理技术应用趋势下做出展望。首先,对刀具的磨损检测系统简单的介绍和总结;其次,对检测后的图像预处理、磨损区域提取及边缘检测、磨损状态识别技术的相关内容进行详细讨论。最后,结合目前计算机视觉、人工智能等新形势下对刀具磨损检测在图像处理技术中做出展望。
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| 关 键 词： | 刀具磨损 图像处理 状态识别 |
Research status and prospect of image processing technology in tool wear detection |
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| DING Yuhui,CAO Yan,FU Leijie,BAI.Research status and prospect of image processing technology in tool wear detection[J].Manufacturing Technology & Machine Tool,2020(4):56-62. |
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| Authors: | DING Yuhui CAO Yan FU Leijie BAI |
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| Affiliation: | (School of Mechatronic Engineering,Xi’an Technological University,Xi’an 710021,CHN) |
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| Abstract: | In this paper,the development status of tool wear detection in image processing technology is summarized,and the trend of application of tool wear detection in image processing technology is prospected.Firstly,the paper introduces and summarizes the tool wear detection system.Secondly,the related contents of image preprocessing,wear region extraction,edge detection and wear status recognition are discussed in detail.Finally,combining with the new situation of computer vision and artificial intelligence,the prospect of tool wear detection in image processing technology is presented. |
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| Keywords: | tool wear image processing preprocessing state recognition |
| 本文献已被 CNKI 维普 等数据库收录！ |
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