Laser & Optoelectronics Progress, Volume. 56, Issue 4, 041503(2019)

Method for Camera Pose Estimation Based on Weighted Optimization of Objective Functions

Hanyu Ling* and Peiyuan Wang
Author Affiliations
  • Naval Aviation University, Yantai, Shandong 264001, China
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    Figures & Tables(9)
    Schematic of object-space and image-space collinearity errors
    Comparison of object-space collinearity errors for different methods
    Schematic of image noise and errors
    Precision comparison among all algorithms. (a) Mean rotation error; (b) median rotation error; (c) mean translation error; (d) median translation error
    Robustness comparison among all algorithms when point number is 4. (a) Mean rotation error; (b) median rotation error; (c) mean translation error; (d) median translation error
    Robustness comparison among all algorithms when point number is 5. (a) Mean rotation error; (b) median rotation error; (c) mean translation error; (d) median translation error
    Schematic of matching relation for SIFT algorithm
    Experimental results of real image. (a) Reference image; (b) input image
    • Table 1. Real experimental resultspixel

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      Table 1. Real experimental resultspixel

      Algorithm nameEPnPEPnP+OIEPnP+GNEPnP+OIGNEPnP+WOIGN
      Re-projection error5.41966.13203.83571.64171.5189
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    Hanyu Ling, Peiyuan Wang. Method for Camera Pose Estimation Based on Weighted Optimization of Objective Functions[J]. Laser & Optoelectronics Progress, 2019, 56(4): 041503

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    Paper Information

    Category: Machine Vision

    Received: Jul. 24, 2018

    Accepted: Sep. 10, 2018

    Published Online: Jul. 31, 2019

    The Author Email: Hanyu Ling (289667059@qq.com)

    DOI:10.3788/LOP56.041503

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