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Stabilization of atmospheric turbulence-distorted video using complex steerable pyramid

  • Beihang University

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

Abstract

Stabilization of atmospheric turbulence-distorted video not only needs to remove turbulence-induced spatiotemporal distortions but also needs to improve the sharpness. Using complex steerable pyramid (CSP), we propose a method to stabilize the turbulence-distorted video. First, each frame is decomposed into multiscale and multidirectional phases and amplitudes using CSP. Second, a lowpass filter is used to suppress the local phase variations to stabilize the spatiotemporal distorted. Next, we improve the sharpness by selecting and fusing the optimal amplitude. Experimental results demonstrate the proposed method can stabilize the video and improve the sharpness simultaneously.

Original languageEnglish
Title of host publicationEleventh International Conference on Digital Image Processing, ICDIP 2019
EditorsJenq-Neng Hwang, Xudong Jiang
PublisherSPIE
ISBN (Electronic)9781510630758
DOIs
StatePublished - 2019
Event11th International Conference on Digital Image Processing, ICDIP 2019 - Guangzhou, China
Duration: 10 May 201913 May 2019

Publication series

NameProceedings of SPIE - The International Society for Optical Engineering
Volume11179
ISSN (Print)0277-786X
ISSN (Electronic)1996-756X

Conference

Conference11th International Conference on Digital Image Processing, ICDIP 2019
Country/TerritoryChina
CityGuangzhou
Period10/05/1913/05/19

Keywords

  • Atmospheric turbulence
  • Complex steerable pyramid
  • Video stabilization

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