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Research and application of uniform material counting method based on machine vision

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摘要 Manufacturing and agricultural industries use manual methods to count materials. This leads to low accuracy and inefficiency. This paper proposes a secondary counting method that combines main and differential counting. The area-fill identification algorithm is applied to mark the counted materials. To verify the effectiveness of the proposed counting algorithm, numbers of countings are conducted for different materials, such as the screws, hole gaskets, beans, jujube, etc. The results show that the counting accuracy reaches 98% for materials with size of 2—20 mm. The method has delivered a high-efficiency and high-accuracy automatic intelligent counting, with a wide range of application prospects and reference value.
出处 《Optoelectronics Letters》 EI 2023年第2期123-128,共6页 光电子快报(英文版)
基金 supported by the Special Fund of Science and Technology Innovation Strategy of Guangdong Province in 2021 (No.pdjh2021a0284) the National Natural Science Foundation of China (No.52105436) the Guangzhou Science and Technology Plan (No.202102080184) the Guangdong Education Department Project (No.2019KTSCX086)。
作者简介 GUO Shusen,E-mail:guoshusen33@163.com。
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  • 1C Becker,J Sala,K Tokusei,J C Latombe.Reliable navigationusing landmarks[C].Proceedings of 1995 IEEE International Con-ference on Robotics and Automation.May.1995:401-406.
  • 2M V Lieshout.Markov Point Processes and Their Applications[M].London:Imperial College Press,2000.
  • 3F Lafarge,G Gimelfarb,X Descombes.Geometric Feature Extrac-tion by a Multi-marked Point Process[J].IEEE Transactions onPattern Analysis and Machine Intelligence,2010,69(3):1597-1609.
  • 4D Cremers,S J Osher,S Soatto.Kernel Density Estimation andIntrinsic Alignment for Shape Priors in Level Set Segmentation[J].International Journal of Computer Vision,2006,50(69):335-351.
  • 5G Bradski,A Kaebler.Learning OpenCV[M].California:O'Reilly Media,Inc.,2008.
  • 6P Heckbert.Grapchics Gems(Vol.1)[M].New York:Academ-ic Press,1990.
  • 7侯杰贤,徐方,张令涛.用于移动机器人自定位的视觉路标设计[J].微计算机信息,2009,25(5):205-207. 被引量:5
  • 8吴卫国,陈辉堂,王月娟,张秀华.基于彩色图像的移动机器人定位[J].机器人,1999,21(5):340-346. 被引量:13
  • 9陈迪,吕杰.中国花生产业国际竞争力评价研究[J].财经问题研究,2013(1):35-39. 被引量:14
  • 10张婧茹,莫锦秋,曹家勇,梁庆华.一种鲁棒的室外金属标记物图像分割算法[J].机械设计与研究,2016,32(3):31-37. 被引量:7

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