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Implementation of a Robotic Arm with 3D Vision for Shoes Glue Spraying System

Published: 08 December 2018 Publication History

Abstract

Traditionally, the 3D vision guidance and robotic arm are integrated for a stationary object recognition and grasping. In the paper, an automatic glue spray system of shoes is developed for the cementing process. The system consists of a structured light module and a glue spray robot. In the beginning, the structured light scans a shoe from different angles to obtain the partial 3D model. And, a whole shoe model is created. On the other hand, a camera takes pictures of a shoe from different angles to detect the target area. In the target area, the normal vector is calculated by 3D point cloud data. And, the normal vector provides the information to the glue spray robot. Then, the path planning is given and the cementing process is well done.

References

[1]
Rüßmann, M., Lorenz, M., Gerbert, P., Waldner, M., Justus, J., Engel, P., & Harnisch, M., "Industry 4.0: The Future of Productivity and Growth in Manufacturing Industries", BCG Perspectives, April 9, 2015.
[2]
E. N. Malamas, E. G. M. Petrakis, M. Zervakis, L. Petit, and J. D. Le, gat, "A survey on industrial vision systems, applications and tools," Image and Vision Computing, vol. 21, pp.171--188, 2003.
[3]
G. Wang, J. Cheng, R. Li, and K. Chen, "A new point cloud slicing based path planning algorithm for robotic spray painting," in 2015 IEEE International Conference on Robotics and Biomimetics (ROBIO), 2015, pp. 1717--1722.
[4]
Jason. Geng, "Structured-light 3D surface imaging: a tutorial", Advances in Optics and Photonics, vol. 3, no. 2, p 128--160, 2011.
[5]
Irwin Sobel, "History and Definition of the Sobel Operator", 2014.
[6]
K. Klasing, D. Althoff, D. Wollherr, and M. Buss, "Comparison of Surface Normal Estimation Methods for Range Sensing Applications," Proceeding of IEEE International Conference on Robotics and Automation, Kobe, Japan, pp. 3206--3211, 2009.

Cited By

View all
  • (2024)Development of an Integrated Robotic Workcell for Automated Bonding in Footwear ManufacturingIEEE Access10.1109/ACCESS.2024.335044112(5066-5080)Online publication date: 2024
  • (2024)Smart automation in luxury leather shoe polishing: a human centric robotic approachInternational Journal of Computer Integrated Manufacturing10.1080/0951192X.2024.2421313(1-15)Online publication date: 30-Oct-2024
  • (2023)Automation of Shoe Upper Adhesive Spraying Process Using RobotJournal of the Korean Society for Precision Engineering10.7736/JKSPE.023.09340:12(981-988)Online publication date: 1-Dec-2023
  • Show More Cited By

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    CSAI '18: Proceedings of the 2018 2nd International Conference on Computer Science and Artificial Intelligence
    December 2018
    641 pages
    ISBN:9781450366069
    DOI:10.1145/3297156
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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    • Shenzhen University: Shenzhen University

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    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 08 December 2018

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    Author Tags

    1. Robotic arm
    2. Structured light
    3. Vision guidance

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    Cited By

    View all
    • (2024)Development of an Integrated Robotic Workcell for Automated Bonding in Footwear ManufacturingIEEE Access10.1109/ACCESS.2024.335044112(5066-5080)Online publication date: 2024
    • (2024)Smart automation in luxury leather shoe polishing: a human centric robotic approachInternational Journal of Computer Integrated Manufacturing10.1080/0951192X.2024.2421313(1-15)Online publication date: 30-Oct-2024
    • (2023)Automation of Shoe Upper Adhesive Spraying Process Using RobotJournal of the Korean Society for Precision Engineering10.7736/JKSPE.023.09340:12(981-988)Online publication date: 1-Dec-2023
    • (2023)Method of generating roughening paths for shoe soles based on monocular encoded structured lightPhysica Scripta10.1088/1402-4896/ace80598:9(095010)Online publication date: 7-Aug-2023
    • (2022)AI-enhanced vision system for dispensing process monitoring and quality control in manufacturing of large partsProcedia CIRP10.1016/j.procir.2022.05.144107(1275-1280)Online publication date: 2022
    • (2021)Conceptual and Preliminary Design of a Shoe Manufacturing PlantApplied Sciences10.3390/app11221105511:22(11055)Online publication date: 22-Nov-2021
    • (2021)Trajectory Planning for Contact-Based Robotic Applications by Use of a 3D Stereo Depth Camera2021 3rd International Conference on Robotics and Computer Vision (ICRCV)10.1109/ICRCV52986.2021.9546958(68-72)Online publication date: 6-Aug-2021
    • (2021)Automatic interpolation algorithm for NURBS trajectory of shoe sole spraying based on 7-DOF robotInternational Journal of Clothing Science and Technology10.1108/IJCST-05-2021-005834:3(434-450)Online publication date: 13-Dec-2021
    • (2020)A Feasibility Study of a Robotic Approach for the Gluing Process in the Footwear IndustryRobotics10.3390/robotics1001000610:1(6)Online publication date: 31-Dec-2020

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