Year
Month
(Peer-Reviewed) Research on Visual Detection Algorithm for Groove Feature Sizes by Means of Structured Light Projection
ZHA Anfei 查安飞 ¹, LU Yonghua 陆永华 ¹, WANG Mingxin 王明昕 ², ZHU Huayu 朱华煜 ¹
¹ College of Mechanical and Electrical Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing 210016, P. R. China
中国 南京 南京航空航天大学机电学院
² Nanjing Atekon Automation Technology Co., Ltd., Nanjing 210012, P. R. China
中国 南京 傲拓科技股份有限公司
Abstract

The visual inspection is an economical and effective method for welding. For measuring the feature sizes of grooves, a method based on line structured light is presented.

Firstly, an adaptive algorithm to extract the sub-pixel centerline of structured light stripes is introduced to deal with the uneven width and grayscale distributions of laser stripes, which is based on the quadratic weighted grayscale centroid. By means of region-of-interest(ROI)division and image difference, an image preprocessing algorithm is developed for filtering noise and improving image quality.

Furthermore, to acquire geometrical dimensions of various grooves and groove types precisely, the sub-pixel feature point extraction algorithm of grooves is designed. Finally, experimental results of feature size measuring show that the absolute error of measurement is 0.031—0.176 mm, and the relative error of measurement is 0.2%—3.6%.
Research on Visual Detection Algorithm for Groove Feature Sizes by Means of Structured Light Projection_1
Research on Visual Detection Algorithm for Groove Feature Sizes by Means of Structured Light Projection_2
Research on Visual Detection Algorithm for Groove Feature Sizes by Means of Structured Light Projection_3
  • Programmable directional photonic spiking neuron based on a non-Hermitian silicon microresonator
  • Stefano Biasi, Bülent Aslan, Stefano Gretter, Davide Olivieri, Alessandro Foradori, Riccardo Franchi, Lorenzo Pavesi
  • Opto-Electronic Science
  • 2026-08-26
  • Mutual empowerment of artificial intelligence and metasurfaces: intelligent nanophotonics and optical intelligence
  • Yu Zhao, Zile Li, Yongquan Zeng, Shaohua Yu, Guoxing Zheng
  • Opto-Electronic Science
  • 2026-08-26
  • Heterogeneously integrated micro-ring with SnS₂ for dual-functional optical modulation and photodetection
  • Jinyi Du, Lidan Lu, Xu Zhang, Bofei Zhu, Wenbo Bo, Yingjie Xu, Guang Chen, Yanlin He, Guanghui Ren, Xiaoping Lou, Zheng You, Lianqing Zhu
  • Opto-Electronic Advances
  • 2026-08-25
  • Hardware-aware lightweight photonic spiking neural network for pattern classification
  • Shuiying Xiang, Yahui Zhang, Shangxuan Shi, Haowen Zhao, Dianzhuang Zheng, Xingxing Guo, Yanan Han, Ye Tian, Liyue Zhang, Yuechun Shi, Yue Hao
  • Opto-Electronic Advances
  • 2026-08-25
  • PhyspeNet: An empirical physics-aware network for adaptive speckle reconstructive spectrometry
  • Junrui Liang, Min Jiang, Jun Li, Zhongming Huang, Junhong He, Yanting Guo, Yanzhao Ke, Jun Ye, Jiangming Xu, Jinyong Leng, Pu Zhou
  • Opto-Electronic Advances
  • 2026-08-25
  • Video-rate wavefront capture and replay via single-shot reference-free measurement: toward holographic telepresence
  • Minwook Kim, Chansuk Park, Chulmin Oh, KyeoReh Lee, Herve Hugonnet, YongKeun Park
  • Opto-Electronic Advances
  • 2026-08-25
  • Luminescent YAG:Ce³⁺ 3D micro-structures via multi-photon laser lithography
  • Robertas Virkėtis, Greta Merkininkaitė, Artūr Harnik, Ugnė Ūsaitė, Dominykas Dapšys, Arturo Susarrey-Arce, Simas Šakirzanovas, Mangirdas Malinauskas
  • Opto-Electronic Advances
  • 2026-08-25
  • A 36 × 240 Gbps hybrid mode/wavelength division multiplexing transmitter using lithium niobate on insulator
  • Mingyu Zhu, Weihan Wang, Ruitao Ma, Aoyun Gao, Chun Gao, Zexu Wang, Fei Huang, Zhenyuan Bao, Dajian Liu, Jiaxuan Gan, Zejie Yu, Huan Li, Weike Zhao, Daoxin Dai
  • Opto-Electronic Advances
  • 2026-08-25
  • Scalable spatiotemporal interleaving network for high-density integrated photonic convolution
  • Hudi Liu, Jingchi Li, Hua Zhong, Yu He, Yikai Su
  • Opto-Electronic Science
  • 2026-07-24
  • From non-resonant to resonant meta-devices: imaging, color routing, displaying, and beyond
  • Weihan Liu, Yao Liang, Borui Leng, Shufan Chen, Peng-Yi Feng, Din Ping Tsai
  • Opto-Electronic Science
  • 2026-07-24
  • Light-perception-based interactive control of an underwater digital twin hand
  • Jinlong Lu, Chao Zhang, Hengchang Nong, Dongying Wang, Hongyu Zhou, Junjie Weng, Yuehua Deng, Yang Yu, Qiang Bian, Jianfa Zhang, Chaofan Zhang, Zhenrong Zhang, Junbo Yang
  • Opto-Electronic Advances
  • 2026-07-10
  • Digital twin optical computing system
  • Run Sun, Yuemin Li, Tingzhao Fu, Wencan Liu, Sigang Yang, Hongwei Chen
  • Opto-Electronic Advances
  • 2026-07-10



  • Polarization-switchable plasmonic emitters based on laser-induced bubbles                                Active odd-mode-metachannel for single-conductor systems
    About
    |
    Contact
    |
    Copyright © PubCard