| 基于计算机视觉的空瓶检测系统 |
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| 引用本文： | 吴斌,胡彦彦,肖爱民,何存富,宋国荣.基于计算机视觉的空瓶检测系统[J].北京工业大学学报,2007,33(2):134-139. |
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| 作者姓名： | 吴斌 胡彦彦 肖爱民 何存富 宋国荣 |
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| 作者单位： | 北京工业大学,机械工程与应用电子技术学院,北京,100022;北京工业大学,机械工程与应用电子技术学院,北京,100022;北京工业大学,机械工程与应用电子技术学院,北京,100022;北京工业大学,机械工程与应用电子技术学院,北京,100022;北京工业大学,机械工程与应用电子技术学院,北京,100022 |
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| 基金项目： | 北京市教育委员会资助项目(KM200310005012) |
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| 摘 要： | 为了利用数字图像处理技术实现空瓶缺陷的自动检测,对啤酒瓶缺陷的光学特征进行了分析,研究了检测过程中的图像获取、图像预处理、图像分割、缺陷识别、外围设备通信控制等关键技术,实现了一个适用于实验室环境的、基于计算机视觉的小型空瓶缺陷在线检测系统．实验结果表明,该系统可有效地检测出有缺陷或异物等不合格空瓶．
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| 关 键 词： | 计算机视觉 图像处理 图像分割 |
| 文章编号： | 0254-0037(2007)02-0134-06 |
| 修稿时间： | 11 3 2005 12:00AM |
Study on Machine Vision Based on Bottle Inspecting System |
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| WU Bin,HU Yan-yan,XIAO Ai-min,HE Cun-fu,SONG Guo-rong.Study on Machine Vision Based on Bottle Inspecting System[J].Journal of Beijing Polytechnic University,2007,33(2):134-139. |
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| Authors: | WU Bin HU Yan-yan XIAO Ai-min HE Cun-fu SONG Guo-rong |
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| Affiliation: | College of Mechanical Engineering and Applied Electronics Technology;Beijing University of Technology;Beijing 100022;China |
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| Abstract: | For the purpose of detecting bottle flaws automatically with the computer vision technology, this paper analyzes the optical characteristics of the bottle flaws and studies the technology of image acquisition, image pre-processing, image segmentation, flaw recognition and peripheral device communication and control in the procedure of flaw detection. It implement a on-line flaw detection system based on computer vision technology which is suitable for the lab environment. The result demonstrates that the system can effectively inspect the defective empty bottles. |
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| Keywords: | computer vision image processing image segmentation |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
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