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Journals >
Infrared and Laser Engineering >
Volume 50 >
Issue 10 >
Page 20210120 > Article
Infrared and Laser Engineering
Vol. 50, Issue 10, 20210120 (2021)
SAR target recognition based on image blocking and matching
Dandan Ma
Author Affiliations
College of Information Science & Electronic Technique, Jiamusi University, Jiamusi 154000, China
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DOI:
10.3788/IRLA20210120
Cite this Article
Dandan Ma. SAR target recognition based on image blocking and matching[J]. Infrared and Laser Engineering, 2021, 50(10): 20210120
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Fig. 1.
Schematic diagram of SAR image segmentation results
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Fig. 2.
Procedure of implementation of the proposed method
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Fig. 3.
Illustration of MSTAR targets
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Fig. 4.
Results of the proposed method under test condition 1
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Fig. 5.
Results under test condition 4
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Type
Training
Test
Depression
Scale
Depression
Scale
BMP2
17°
232
15°
193
BTR70
232
194
T72
231
194
T62
297
271
BRDM2
296
272
BTR60
255
193
ZSU23/4
297
272
D7
297
273
ZIL131
297
272
2S1
297
271
Table 1.
Relevant setup for test condition 1
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Method
Pav
Proposed
99.32%
Zernike
98.12%
Mono
98.64%
ASC Matching
98.32%
CNN1
99.08%
CNN2
99.12%
Table 2.
Results under test condition 1
View in the Article
Type
Training
Test
Depression/(°)
Configuration
Scale
Depression/(°)
Configuration
Scale
BMP2
17
9 563
233
15
9 566
196
c21
196
BTR70
17
c71
233
15
c71
196
T72
17
132
232
15
812
195
s7
191
Table 3.
Relevant setup for test condition 2
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Method
Pav
Proposed
98.46%
Zernike
96.82%
Mono
97.82%
ASC Matching
98.02%
CNN1
96.54%
CNN2
97.02%
Table 4.
Results under test condition 2
View in the Article
Type
Training
Test
Depression
Scale
Depression/(°)
Scale
2S1
17°
288
30
285
45
302
BDRM2
289
30
284
45
302
ZSU23/4
289
30
287
45
302
Table 5.
Relevant setup for test condition 3
View in the Article
Method
Pav
30°
45°
Proposed
97.12%
73.63%
Zernike
94.82%
68.24%
Mono
96.35%
70.92%
ASC Matching
96.72%
71.36%
CNN1
95.82%
66.74%
CNN2
96.24%
67.56%
Table 6.
Results under test condition 3
View in the Article
Abstract
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Figures&Tables (11)
Equations (10)
References (24)
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Dandan Ma. SAR target recognition based on image blocking and matching[J]. Infrared and Laser Engineering, 2021, 50(10): 20210120
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Paper Information
Category: Image processing
Received: Apr. 10, 2021
Accepted: --
Published Online: Oct. 25, 2021
The Author Email:
DOI:
10.3788/IRLA20210120
Recommended Topics
laser devices and laser physics
Lasers and Laser Optics
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Instrumentation, Measurement and Metrology
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