Researching | Research on wideband electromagnetic image striping noise removal method based on BiGRU-CNN

High Power Laser and Particle Beams, Volume. 35, Issue 12, 123002(2023)

Research on wideband electromagnetic image striping noise removal method based on BiGRU-CNN

Yanju Zhu^1,2, Zihan Zhao¹, and Zhiwei Gao^1,2、*

Author Affiliations

¹School of Information Science and Technology, Shijiazhuang Tiedao University, Shijiazhuang 050043, China

²Hebei Key Laboratory of Electromagnetic Environmental Effects and Information Processing, Shijiazhuang 050043, China

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Fig. 1. BiGRU-CNN: overall network architecture

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Fig. 2. De-striping results of various methods for 6 GHz

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Fig. 3. De-striping results of various methods for 1 GHz

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Fig. 4. De-striping results of various methods for 1 GHz, 3 GHz and 4 GHz

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Fig. 5. Comparison of evaluation metrics for the results obtained by various methods

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Yanju Zhu, Zihan Zhao, Zhiwei Gao. Research on wideband electromagnetic image striping noise removal method based on BiGRU-CNN[J]. High Power Laser and Particle Beams, 2023, 35(12): 123002

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Paper Information

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Received: Jul. 29, 2023

Accepted: Oct. 25, 2023

Published Online: Dec. 27, 2023

The Author Email: Gao Zhiwei (gao_zhiwei@163.com)

DOI:10.11884/HPLPB202335.230238

Topics

laser devices and laser physics

Lasers and Laser Optics

laser manufacturing

Instrumentation, Measurement and Metrology