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Tire-imprints image enhancement algorithm based on wavelet transformation

  • Criminal Investigation Police University of China
  • Jilin University

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

Abstract

To improve utilization rate of tire-imprints, a Wavelet-based algorithm for the tire-imprints image enhancement is proposed on the basis of wavelet's theory in this paper. First, the high frequency (HF) coefficients are distinguished due to signal from those due to noise with the correlation between wavelet levels, then, increases the wavelet coefficient due to signal and suppresses those of noise. Experiment results show that the algorithm can achieve an excellent balance between the enhancement of subtle tire-imprint image detail and the avoidance of noise amplification compared with traditional image enhancement algorithm.

Original languageEnglish
Title of host publicationProceedings - 2010 International Conference on Optoelectronics and Image Processing, ICOIP 2010
Pages666-670
Number of pages5
DOIs
StatePublished - 2010
Externally publishedYes
Event2010 International Conference on Optoelectronics and Image Processing, ICOIP 2010 - Haiko, China
Duration: 11 Nov 201012 Nov 2010

Publication series

NameProceedings - 2010 International Conference on Optoelectronics and Image Processing, ICOIP 2010
Volume2

Conference

Conference2010 International Conference on Optoelectronics and Image Processing, ICOIP 2010
Country/TerritoryChina
CityHaiko
Period11/11/1012/11/10

Keywords

  • Image enhancement
  • Tire-imprints
  • Wavelet transformation

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