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Journals >
Infrared and Laser Engineering >
Volume 52 >
Issue 5 >
Page 20220537 > Article
Infrared and Laser Engineering
Vol. 52, Issue 5, 20220537 (2023)
"Cat's eye" echo information assessment method of CCD damage status
Ting Yu, Chunhui Niu, and Yong Lv
*
Author Affiliations
School of Instrument Science and Photoelectric Engineering, Beijing Information Science & Technology University, Beijing 100192, China
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DOI:
10.3788/IRLA20220537
Cite this Article
Ting Yu, Chunhui Niu, Yong Lv. "Cat's eye" echo information assessment method of CCD damage status[J]. Infrared and Laser Engineering, 2023, 52(5): 20220537
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Fig. 1.
(a) Basic structure of CCD; (b) Damage status of CCD; (c) Marked area, 3D topography image of CCD; (d) Undamaged area; (e) Damaged area
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Fig. 2.
(a) Schematic diagram of optical system platform for simultaneous polariztion imaging; (b) Experimental scene, system device (c) Transmitting and receiving system; (d) Detection system
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Fig. 3.
I
and
DP
of CCD. (a) Raw data; (b) Processed data
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Fig. 4.
Relationship between smoothing fator and error rate 平滑因子 与错误率的关系
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Fig. 5.
Predition effect of long-distance outdoor models. (a) KNN; (b) K-SVM; (c) PNN
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Fig. 6.
Long-distance predition effect of different random numbers. (a) Error rate; (b) Predition time
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Group
Undamaged area
Sq
/μm
Damaged area
Sq
/μm
1
3.931
6.357
2
4.114
6.522
3
4.115
5.705
4
4.074
5.191
5
4.099
6.033
6
4.142
5.643
Table 1.
RMS parameter
Sq
of CCD surface
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I
DP
Category label
309098
0.112896
1
320810
0.102260
1
284051
0.095712
1
296661
0.145772
1
291796
0.084086
1
387932
0.378391
2
370 913
0.316562
2
392 911
0.385240
2
396514
0.336255
2
396126
0.387806
2
Table 2.
Input data format of model
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Smoothing fator
Error rate
0.1
9.8639%
0.2
23.1293%
0.3
42.8571%
0.4
44.5578%
0.5
44.5578%
Table 3.
Error rates for different smoothing fators
\begin{document}$ \sigma $\end{document}
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Different data
Mehod
Number of errors/PSC
Error rate
Predition time/ms
Near-distance experiment
KNN
5
2.13678%
0.081
K-SVM
6
2.73506%
0.101
PNN
5
2.13678%
0.169
Long-distance experiment
KNN
35
11.9728%
0.044
K-SVM
21
7.27888%
0.067
PNN
28
9.65986%
0.161
Mixed data
KNN
66
12.42424%
3.377
K-SVM
73
13.86364%
4.273
PNN
57
10.7197%
7.751
Table 4.
Average of five random numbers in different data
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Abstract
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Figures&Tables (10)
Equations (14)
References (17)
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Ting Yu, Chunhui Niu, Yong Lv. "Cat's eye" echo information assessment method of CCD damage status[J]. Infrared and Laser Engineering, 2023, 52(5): 20220537
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Paper Information
Category: Image processing
Received: Aug. 1, 2022
Accepted: --
Published Online: May. 25, 2023
The Author Email: Lv Yong (lvyong@bistu.edu.cn)
DOI:
10.3788/IRLA20220537
Recommended Topics
laser devices and laser physics
Lasers and Laser Optics
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Instrumentation, Measurement and Metrology
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