An Adapted Vision Measurement Method for Package Volume Based on Kinect

被引：0
|
作者：
Li, Ling [1 ]
Zhuang, Xingchang [1 ]
Chen, Li [1 ]
Liu, Bo [1 ]
Wang, Tingting [1 ]
机构：
[1] Hohai Univ, Coll Mech & Elect Engn, Chang Zhou, Peoples R China
来源：
2017 13TH INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION, FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY (ICNC-FSKD) | 2017年
基金：
美国国家科学基金会;
关键词：
vision measurement; image processing; Kinect; depth image;
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：
In this paper, we present a method for measuring package volume with multi-source vision sensor -Kinect. Firstly, the foreground segmentation and the algorithm of minimum-area bounding rectangle are used to computed the package dimensions. Secondly, the height of package is obtained by background subtraction method. Finally, the package volume is calculated by integration method. The experimental results show that the relative error is less than 4.10%, which improves the efficiency and accuracy of package volume measurement. This method has the features of non-contact and non-stop run. It can be adapted to different applications.
引用
收藏
页码：918 / 922
页数：5
相关论文
共 50 条
  • [31] Angular Measurement Based on Vision based AGV
    Yu, Jing
    Luo, Zai
    Hu, XiaoFeng
    NINTH INTERNATIONAL SYMPOSIUM ON PRECISION MECHANICAL MEASUREMENTS, 2019, 11343
  • [32] A Vision Measurement Method for Gear Structure Assembly
    Li Hangyu
    Huang Xiang
    Chu Wenmin
    Zhou Kuai
    Zhao Ziyue
    LASER & OPTOELECTRONICS PROGRESS, 2021, 58 (16)
  • [33] A machine vision method for the measurement of vibration amplitude
    Li, Qian
    Wang, Shigang
    Guan, Baiqing
    Wang, Guobao
    MEASUREMENT SCIENCE AND TECHNOLOGY, 2007, 18 (05) : 1477 - 1486
  • [34] Ideal Posture Detection and Body Size Measurement of Pig Based on Kinect
    Si Y.
    An L.
    Liu G.
    Li B.
    Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery, 2019, 50 (01): : 58 - 65
  • [35] Tree crown volume measurement method based on oblique aerial images of UAV
    Yu D.
    Feng Z.
    Nongye Gongcheng Xuebao/Transactions of the Chinese Society of Agricultural Engineering, 2019, 35 (01): : 90 - 97
  • [36] Three-Dimensional Morphological Measurement Method for a Fruit Tree Canopy Based on Kinect Sensor Self-Calibration
    Yang, Haihui
    Wang, Xiaochan
    Sun, Guoxiang
    AGRONOMY-BASEL, 2019, 9 (11):
  • [37] A Non-Contact Measurement Method of Cabin Capacity Based on Structured Light Vision
    Zhu, Wei
    Qi, Guanglin
    Zhang, Qiang
    Wang, Yanghong
    Ou, Jian
    2016 IEEE INTERNATIONAL CONFERENCE ON MECHATRONICS AND AUTOMATION, 2016, : 612 - 617
  • [38] Three-dimensional vibration measurement method for lightweight beam based on machine vision
    Peng C.
    Miao W.
    Zeng C.
    Beijing Hangkong Hangtian Daxue Xuebao/Journal of Beijing University of Aeronautics and Astronautics, 2021, 47 (02): : 207 - 212
  • [39] Research on Coaxiality Measurement Method for Automobile Brake Piston Components Based on Machine Vision
    Li, Qinghua
    Ge, Weinan
    Shi, Hu
    Zhao, Wanting
    Zhang, Shihong
    APPLIED SCIENCES-BASEL, 2024, 14 (06):
  • [40] A Machine Vision-Based Measurement Method for the Concentricity of Automotive Brake Piston Components
    Ge, Weinan
    Li, Qinghua
    Zhao, Wanting
    Xu, Tiantian
    Zhang, Shihong
    SYMMETRY-BASEL, 2024, 16 (12):
12345