Chinese Optics, Volume. 17, Issue 2, 271(2024)

Modeling and correction of measurement errors based on depth cameras

Rui-li WEI1, Ming-jun WANG2,3,4、*, Yi-ming ZHOU2, and Fang YI2
Author Affiliations
  • 1Library of Xi'an University of Technology, Xi’an 710048, China
  • 2School of Automation and Information Engineering, Xi’an University of Technology, Xi’an 710048, China
  • 3Xi'an Key Laboratory of Wireless Optical Communication and Networking, Xi'an 710048, China
  • 4Shaanxi Provincial Key Laboratory of Intelligent Collaborative Network for Civil-Military Cooperation, Xi'an 710126, China
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    Figures & Tables(11)
    Principle diagram of the ToF depth camera
    Site maps of color, distance, and relative motion experiment
    Side view of background panels with different colors at a distance of 1.5 m from the camera
    Point cloud map when the turntable rotates 30°
    Effect of different colors on depth errors
    Average error of turntable at different speeds and angles relative to the static state
    Average depth error of error models proposed by Ref. 1 and this paper at different average measurement distances
    Depth error correction results
    Error correction results and correction models for different colors
    Error correction results at different angles and speeds
    • Table 1. Parameters of proposed model

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      Table 1. Parameters of proposed model

      参数名参数值参数名参数值
      ${a_0}$0.001684w1.464
      ${a_1}$−0.002211${b_1}$0.0007332
      ${a_2}$−0.001091${b_2}$0.002141
      ${a_3}$−0.002439${b_3}$0.002785
      ${a_4}$0.002291${b_4}$−0.0004192
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    Rui-li WEI, Ming-jun WANG, Yi-ming ZHOU, Fang YI. Modeling and correction of measurement errors based on depth cameras[J]. Chinese Optics, 2024, 17(2): 271

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    Paper Information

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    Received: Mar. 23, 2023

    Accepted: --

    Published Online: Apr. 15, 2024

    The Author Email:

    DOI:10.37188/CO.2023-0047

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