Auxiliary assembly human-machine interaction method based on smart glasses

被引:2
|
作者
Xu, Kai [1 ]
Zhao, Qijie [1 ]
Kong, Yaohui [1 ]
Li, Haojie [1 ]
机构
[1] Shanghai Univ, Shanghai Key Lab Intelligent Mfg & Robot, Sch Mechatron Engn & Automat, Shanghai, Peoples R China
关键词
smart glasses; working station identification; machine vision; operation guidance;
D O I
10.1109/IHMSC.2019.10103
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
For large and complex manufacturing industries such as aviation, high-speed rail, and ship building, some assembly processes are complex and cannot be fully automated. Manual assembly is the main requirement, which puts high demands on assembly personnel. Aiming at the problems existing in the current way of operation guidance, a method for assembly operation to guide human-machine interaction, based on the intelligent glasses, is proposed. On the basis of computer vision, the SURF( Speed Up Robust Features) features algorithm, k-means and SVM(Support Vector Machine) constructed word bag model are used in the smart glasses terminal to recognize working station, and then support the process documents query, and a method for complex operation procedures guidance is proposed.
引用
收藏
页码:33 / 36
页数:4
相关论文
共 50 条
  • [21] Informational Human-Machine Interaction
    Al-Fedaghi, Sabah
    2008 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC), VOLS 1-6, 2008, : 396 - 403
  • [22] Hazards in human-machine interaction
    Spatz, Johannes
    Langstrof, Alexandra
    Technische Sicherheit, 2024, 14 (9-10): : 15 - 18
  • [23] Visual human-machine interaction
    Zelinsky, A
    ADVANCED TOPICS IN ARTIFICIAL INTELLIGENCE, 1999, 1747 : 440 - 452
  • [24] Biometrics in Human-Machine Interaction
    Shier, W. A.
    Yanushkevich, S. N.
    2015 INTERNATIONAL CONFERENCE ON INFORMATION AND DIGITAL TECHNOLOGIES (IDT), 2015, : 305 - 313
  • [25] Human-machine fusion-based operational complexity measurement approach to assembly lines for smart manufacturing
    Fan, Guoliang
    Jiang, Zuhua
    Zheng, Hao
    Gao, Yicong
    Lou, Shanhe
    PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART B-JOURNAL OF ENGINEERING MANUFACTURE, 2024, 238 (11) : 1579 - 1592
  • [26] Smart Buildings and the Human-Machine Cloud
    Mavridis, Nikolaos
    Pierris, Georgios
    BenAbdelkader, Chiraz
    Krstikj, Aleksandar
    Karaiskos, Christos
    2015 IEEE 8TH GCC CONFERENCE AND EXHIBITION (GCCCE), 2015,
  • [27] Human-Machine Interface for a Smart Wheelchair
    Hartman, Amiel
    Nandikolla, Vidya K.
    JOURNAL OF ROBOTICS, 2019, 2019
  • [28] Redundant object detection method for civil aircraft assembly based on machine vision and smart glasses
    Zhao, Qijie
    Kong, Yaohui
    Sheng, Shaojie
    Zhu, Junjun
    MEASUREMENT SCIENCE AND TECHNOLOGY, 2022, 33 (10)
  • [29] Hydrogel-Based Sensors for Human-Machine Interaction
    Fang, Kecheng
    Wan, Yan
    Wei, Junjie
    Chen, Tao
    LANGMUIR, 2023, 39 (48) : 16975 - 16985
  • [30] Simulator-based human-machine interaction design
    HiQ Ace AB, Teknikringen 8, Linköping SE-583 30, Sweden
    不详
    不详
    Int. J. Veh. Syst. Model. Test., 2009, 1-2 (1-16):