Simulation research on CCD noise reduction algorithm based on digital correlation double sampling

Dalei Yao, Jianjun Luo, Fan Bu, Yan Wen, Yongqing Yang, Weicheng Cao, Shuifu Ye

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

Abstract

As a new low noise CCD signal processing technology, digital correlation double sampling noise reduction technology is widely used in the field of faint astronomical target detection. In this paper, various noise sources of CCD video processing circuit are studied, the characteristics of various noises are analyzed deeply, the mathematical model of CCD circuit noise is established, and a noise reduction method based on digital correlation double sampling technology is proposed. Through simulation modeling of CCD noise signal, the simulation results show that the digital correlation double sampling method using double Gaussian filter function has a good effect on noise suppression.

Original languageEnglish
Title of host publicationThird International Conference on Optics and Image Processing, ICOIP 2023
EditorsBingxiang Li, Chao Ren
PublisherSPIE
ISBN (Electronic)9781510667426
DOIs
StatePublished - 2023
Event3rd International Conference on Optics and Image Processing, ICOIP 2023 - Hangzhou, China
Duration: 14 Apr 202316 Apr 2023

Publication series

NameProceedings of SPIE - The International Society for Optical Engineering
Volume12747
ISSN (Print)0277-786X
ISSN (Electronic)1996-756X

Conference

Conference3rd International Conference on Optics and Image Processing, ICOIP 2023
Country/TerritoryChina
CityHangzhou
Period14/04/2316/04/23

Keywords

  • Charge coupled device(CCD)
  • Digital correlation double sampling(DCDS)
  • Noise model

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