Object Recognition in Assembly Assisted by Augmented Reality System

被引:0
|
作者
Nishihara, Anderson [1 ]
Okamoto, Jun, Jr. [1 ]
机构
[1] Univ Sao Paulo, Polytech Sch, Dept Mechatron & Mech Syst Engn, Sao Paulo, Brazil
来源
2015 SAI INTELLIGENT SYSTEMS CONFERENCE (INTELLISYS) | 2015年
关键词
augmented reality; assembly process; image processing; object recognition;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Assembly processes for simple toys or complex machines require instructions to be executed. Traditionally, these instructions are written in the form of paper or digital manuals. These manuals contain descriptive text, photos or diagrams to guide the assembly sequence from the beginning to the final state. To change this paradigm, an augmented reality system is proposed to guide users in assembly tasks. The system recognizes each piece to be assembled through image processing techniques and guides the piece placement with graphic signs. Still, the system checks if the pieces are properly assembled and alerts the user when the assembly has been finished. In the field of assembly assisted by augmented reality systems, many works use some kind of customized device, such as head mounted displays (HMD). Additionally, markers are commonly used to track camera position and to identify assembly parts. These two features restrict the spread of the technology whence, in this work, customized devices and markers to track and identify parts are not used and all the processing is executed on embedded software in an off-the-shelf device without the need of communication with other computers to offload image processing. In this work we present the current results of the proposed system's object recognition process. The implemented object recognition subsystem is part of a system called A(3)R (Assembly Assisted by Augmented Reality).
引用
收藏
页码:400 / 407
页数:8
相关论文
共 50 条
  • [41] Edge-assisted Collaborative Image Recognition for Mobile Augmented Reality
    Lan, Guohao
    Liu, Zida
    Zhang, Yunfan
    Scargill, Tim
    Stojkovic, Jovan
    Joe-Wong, Carlee
    Gorlatova, Maria
    ACM TRANSACTIONS ON SENSOR NETWORKS, 2022, 18 (01)
  • [42] Research on target recognition and tracking in mobile augmented reality assisted maintenance
    Sun, Libo
    Zhang, Xiaokai
    Qin, Wenhu
    COMPUTER ANIMATION AND VIRTUAL WORLDS, 2022, 33 (06)
  • [43] Pose-assisted Active Visual Recognition in Mobile Augmented Reality
    Zhou, Bing
    Guven, Sinem
    Tao, Shu
    Ye, Fan
    MOBICOM'18: PROCEEDINGS OF THE 24TH ANNUAL INTERNATIONAL CONFERENCE ON MOBILE COMPUTING AND NETWORKING, 2018, : 756 - 758
  • [44] Development and Application of Augmented Reality System for Part Assembly Based on Assembly Semantics
    Wang, Yingxin
    Lu, Jianfeng
    Lin, Zeyuan
    Dai, Lai
    Chen, Junxiong
    Xia, Luyao
    INTELLIGENT COMPUTING THEORIES AND APPLICATION (ICIC 2022), PT I, 2022, 13393 : 673 - 684
  • [45] SHARIDEAS: a smart collaborative assembly platform based on augmented reality supporting assembly intention recognition
    Zhuo Wang
    Yang Wang
    Xiaoliang Bai
    Xiangyu Huo
    Weiping He
    Shuo Feng
    Jie Zhang
    Yueqing Zhang
    Jinzhao Zhou
    The International Journal of Advanced Manufacturing Technology, 2021, 115 : 475 - 486
  • [46] SHARIDEAS: a smart collaborative assembly platform based on augmented reality supporting assembly intention recognition
    Wang, Zhuo
    Wang, Yang
    Bai, Xiaoliang
    Huo, Xiangyu
    He, Weiping
    Feng, Shuo
    Zhang, Jie
    Zhang, Yueqing
    Zhou, Jinzhao
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2021, 115 (1-2): : 475 - 486
  • [47] Medicine Drug Name Detection Based Object Recognition Using Augmented Reality
    Rupa, Ch.
    Srivastava, Gautam
    Ganji, Bharath
    Tatiparthi, Sai Praveen
    Maddala, Karthik
    Koppu, Srinivas
    Chun-Wei Lin, Jerry
    FRONTIERS IN PUBLIC HEALTH, 2022, 10
  • [48] Edge Assisted Real-time Object Detection for Mobile Augmented Reality
    Liu, Luyang
    Li, Hongyu
    Gruteser, Marco
    MOBICOM'19: PROCEEDINGS OF THE 25TH ANNUAL INTERNATIONAL CONFERENCE ON MOBILE COMPUTING AND NETWORKING, 2019,
  • [49] Development of Augmented reality-based object recognition mobile application with Vuforia
    Hameed, Qabas A.
    Hussein, Harith A.
    Ahmed, M. A.
    Omar, Mohammed Basim
    JOURNAL OF ALGEBRAIC STATISTICS, 2022, 13 (02) : 2039 - 2046
  • [50] AUGMENTED REALITY SYSTEM CALIBRATION FOR ASSEMBLY SUPPORT WITH THE MICROSOFT HOLOLENS
    Radkowski, Rafael
    Kanunganti, Sravya
    PROCEEDINGS OF THE ASME 13TH INTERNATIONAL MANUFACTURING SCIENCE AND ENGINEERING CONFERENCE, 2018, VOL 3, 2018,