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Journals >
Laser & Optoelectronics Progress >
Volume 59 >
Issue 18 >
Page 1815019 > Article
Laser & Optoelectronics Progress
Vol. 59, Issue 18, 1815019 (2022)
A Fast Weighted Iterative Pose Estimation Method
Chenyang Liu
**
, Longjiang Zheng, and Peiguo Hou
*
Author Affiliations
School of Electrical Engineering, Yanshan University, Qinghuangdao066000, Hebei , China
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DOI:
10.3788/LOP202259.1815019
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Chenyang Liu, Longjiang Zheng, Peiguo Hou. A Fast Weighted Iterative Pose Estimation Method[J]. Laser & Optoelectronics Progress, 2022, 59(18): 1815019
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Fig. 1.
PnP pose estimation model
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Fig. 2.
Relationship between object and image residuals
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Fig. 3.
Rotation error with points number. (a) Mean rotation error; (b) median rotation rrror
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Fig. 4.
Translation error with points number. (a) Mean translation error; (b) median translation error
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Fig. 5.
Influence of noise change on accuracy. (a) Noise with rotation; (b) noise with translation
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Fig. 6.
Algorithm time chart
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Fig. 7.
Relationship among reprojection errors of image plane algorithms
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Parameter
Calibration value
Focal length
f
x
=
2911.932205
f
y
=
2980.020889
Distortion parameter
k
1
=
-
0.01902226
0
k
2
=
0.045321399
Principal point
u
0
=
1807.8293
v
0
=
1552.9241
Table 1.
Camera parameter calibration results
1
2
3
4
5
6
7
8
9
10
WSPnP
11.82
14.45
12.38
9.52
7.84
7.12
7.43
6.98
5.49
7.33
EPnP
27.28
25.70
20.31
18.27
18.38
16.56
11.61
13.24
14.41
13.49
EPnP+GN
19.90
17.19
22.12
13.21
13.60
10.47
13.65
12.79
14.63
12.26
LHM
30.49
25.27
26.68
22.93
18.47
20.18
14.96
18.88
18.35
16.27
Table 2.
Errors between measurement points and reference points
Algorithm
Point
Computing time /s
WSPnP
10
0.05952
EPnP
10
0.04376
EPnP+GN
10
0.06576
LHM
10
0.07948
Table 3.
Experimental results comparison
Abstract
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Figures&Tables (10)
Equations (31)
References (23)
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Chenyang Liu, Longjiang Zheng, Peiguo Hou. A Fast Weighted Iterative Pose Estimation Method[J]. Laser & Optoelectronics Progress, 2022, 59(18): 1815019
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Paper Information
Category: Machine Vision
Received: Aug. 13, 2021
Accepted: Sep. 24, 2021
Published Online: Sep. 25, 2022
The Author Email: Liu Chenyang (247333582@qq.com), Hou Peiguo (pghou@ysu.edu.cn)
DOI:
10.3788/LOP202259.1815019
Recommended Topics
laser devices and laser physics
Lasers and Laser Optics
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