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Multi-Stage Spatial Resolution Enhancement Framework of FY-3D MWRI

  • Zhiyu Yao*
  • , Weidong Hu
  • *Corresponding author for this work
  • Beijing Institute of Technology

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

The data acquired by the Microwave Radiation Imager (MWRI) on the FengYun-3D(FY3D) satellite has been affected by numerous degradation factors, leading to a decrease in spatial resolution. Due to the irreversible high-frequency information degradation that occurs during the degradation process, existing spatial resolution enhancement methods are unable to perfectly restore the high-frequency information of the raw measurements.In this paper, instead of single-stage approaches, a multi-stage approach is proposed to handle MWRI's image restoration problem, which enables the gradual recovery of high-frequency information. Experiments performed using simulated and actual MWRI data demonstrate the method's convenience and effectiveness.

Original languageEnglish
Title of host publication2023 International Conference on Microwave and Millimeter Wave Technology, ICMMT 2023 - Proceedings
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9798350338874
DOIs
Publication statusPublished - 2023
Event15th International Conference on Microwave and Millimeter Wave Technology, ICMMT 2023 - Qingdao, China
Duration: 14 May 202317 May 2023

Publication series

Name2023 International Conference on Microwave and Millimeter Wave Technology, ICMMT 2023 - Proceedings

Conference

Conference15th International Conference on Microwave and Millimeter Wave Technology, ICMMT 2023
Country/TerritoryChina
CityQingdao
Period14/05/2317/05/23

Keywords

  • Deconvolution
  • FengYun-3D (FY-3D)
  • Microwave Radiation Imager(MWRI)
  • Spatial Resolution

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