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智能外检系统在涤纶长丝自动包装线中的应用 被引量:4
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作者 畅攀人 王勇 +2 位作者 汪灵瑶 王薇 张超 《制造业自动化》 CSCD 2019年第4期156-158,172,共4页
随着现代工业自动化技术日趋成熟,机器视觉这一新兴技术也在各行业领域得到广泛应用。许多制造企业采用机器视觉技术助力自动生产线实现智能检测,自动识别等功能,以提高生产效率并降低成本。介绍了智能外检系统在涤纶长丝自动包装线中... 随着现代工业自动化技术日趋成熟,机器视觉这一新兴技术也在各行业领域得到广泛应用。许多制造企业采用机器视觉技术助力自动生产线实现智能检测,自动识别等功能,以提高生产效率并降低成本。介绍了智能外检系统在涤纶长丝自动包装线中的应用。该系统利用机器视觉设备对涤纶长丝丝饼外观进行视觉检测,将深度学习的神经网络算法应用到涤纶长丝外观缺陷的数据特征学习和识别上,替代了传统人工依靠肉眼、经验对涤纶长丝丝饼外观进行的物理检测。其可以对不同批号、不同等级的检测对象(含DTY、FDY和POY)进行自动外观缺陷检测处理。目前已在涤纶长丝生产行业得到广泛应用,极大地减少了检验人员数量,降低该工艺对人员经验的依赖,提高了涤纶长丝自动包装线整体工作效率。 展开更多
关键词 涤纶长丝 自动包装线 智能外检 机器视觉
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基于机器视觉、深度学习的涤纶丝锭外检
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作者 陈国文 周先何 +2 位作者 叶勇 魏中青 倪国民 《合成纤维》 CAS 2022年第12期41-44,共4页
盛元涤纶牵伸变形丝锭智能外检系统利用光电成像系统采集被控目标的图像,经计算机及专用的图像处理模块进行数字化处理,根据图像的像素分布、亮度和颜色等信息,来进行尺寸、形状、色泽等的疵点判别。将深度学习的神经网络算法应用到涤... 盛元涤纶牵伸变形丝锭智能外检系统利用光电成像系统采集被控目标的图像,经计算机及专用的图像处理模块进行数字化处理,根据图像的像素分布、亮度和颜色等信息,来进行尺寸、形状、色泽等的疵点判别。将深度学习的神经网络算法应用到涤纶丝锭外观缺陷的数据特征学习和识别上,克服了人眼无法连续工作、人为误判及对人员经验和熟练度依赖的缺点,稳定地完成这些带有高度重复性和缺陷收集难的工作。 展开更多
关键词 涤纶丝锭 机器视觉 智能外检 深度学习 大数据
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Design of intelligent line-tracking chess robot based on STM32 被引量:4
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作者 LI Shi-guang YANG Xiao-lei 《Journal of Measurement Science and Instrumentation》 CAS 2014年第2期59-63,共5页
An intelligent line-tracking chess robot based on STM32 is introduced in this paper. Its hardware consists of photo- electric detection circuit, main control circuit, motor driven circuit, steering engine driven circu... An intelligent line-tracking chess robot based on STM32 is introduced in this paper. Its hardware consists of photo- electric detection circuit, main control circuit, motor driven circuit, steering engine driven circuit and dial switch. The hardware structure and software flow chart of the system are described in details in this paper. The robot is driven by rear wheel motors, and the real-time position of the robot is determined by the ground information collected by infrared sensors. The heading direction of robot is adjusted by steering engine installed in front wheel, and the open angle of manipulator is controlled by the other steering engine which can ensure the robot moving chessmen accurately and quickly during the moving process. The test shows that the kind of intelligent chess robot can complete the task in a fast and accurate way. 展开更多
关键词 STM32 intelligent robot LINE-TRACKING infrared sensor steering engine detection circuit
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Intelligent outdoor video advertisement recommendation system based on analysis of audiences' characteristics 被引量:1
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作者 刘鹏 Li Songbin +1 位作者 Deng Haojiang Wang Jinlin 《High Technology Letters》 EI CAS 2016年第2期215-223,共9页
An integrated implementation framework of an intelligent recommendation system for outdoor video advertising is proposed, which is based on the analysis of audiences' characteristics. Firstly, the images of the scene... An integrated implementation framework of an intelligent recommendation system for outdoor video advertising is proposed, which is based on the analysis of audiences' characteristics. Firstly, the images of the scene and the people who view the video advertisements are captured by the net- work camera deployed on the video advertising terminal side. Then audiences' characteristics can be obtained by applying computer vision technologies : face detection, face tracking, gender recogni- tion and age estimation. Finally, an intelligent recommendation algorithm is designed to decide the most fitting video ads for each terminal according to multi-dimensional statistical information of its reover, a novel face detection method and a new face tracking method have been proposed to meet the practical requirements of the system, of which the average Fl-score is O. 988 and 0. 951 respec- tively. 展开更多
关键词 face detection face tracking intelligent recommendation system outdoor videoadvertisement
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