A data pre-processing method based on multi-threshold

Bida Su, Shuhua Wang, Jingfeng Wang, Hua Zhong, Rong Deng, Hao Hua, Suhui Yang

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

Abstract

There always are some breakpoints and bifurcation points in measured data of target radiation and scattering characteristics, which have a great impact on the data effectiveness. While among the existed pre-processing methods, the original bifurcation point becomes more prominent or makes a part of a signal. These pre-processing methods will have an effect on subsequent extraction and recognition for features. A data pre-processing method based on multi-threshold which effectively removes the numerical singularity and enhances the signal to noise ratio without changing the original signal is given in this paper.

Original languageEnglish
Title of host publicationInternational Symposium on Optoelectronic Technology and Application 2014
Subtitle of host publicationOptical Remote Sensing Technology and Applications
EditorsAnatoli G. Borovoi, Dong Liu
PublisherSPIE
ISBN (Electronic)9781628413854
DOIs
Publication statusPublished - 2014
EventInternational Symposium on Optoelectronic Technology and Application 2014: Optical Remote Sensing Technology and Applications, IPTA 2014 - Beijing, China
Duration: 13 May 201415 May 2014

Publication series

NameProceedings of SPIE - The International Society for Optical Engineering
Volume9299
ISSN (Print)0277-786X
ISSN (Electronic)1996-756X

Conference

ConferenceInternational Symposium on Optoelectronic Technology and Application 2014: Optical Remote Sensing Technology and Applications, IPTA 2014
Country/TerritoryChina
CityBeijing
Period13/05/1415/05/14

Keywords

  • Scattering data
  • data pre-processing
  • multi-threshold

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