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Infrared target detection method based on the receptive field and lateral inhibition of human visual system

  • Shangnan Zhao
  • , Yong Song*
  • , Yufei Zhao
  • , Yun Li
  • , Lin Li
  • , Qun Hao
  • , Maoyuan Li
  • *Corresponding author for this work
  • Beijing Institute of Technology
  • Beijing Key Lab. for Precision Optoelectronic Measurement Instrument and Technology

Research output: Contribution to journalArticlepeer-review

Abstract

In this paper, an infrared target adaptive detection method based on the receptive field and lateral inhibition (LI) of the human visual system is proposed. In the proposed method, the direction parameters of a Gabor filter are adaptively determined according to the gradient direction, so that edges in the image can be detected without manual intervention. Meanwhile, background prediction based on LI is used for regulating the gray value in the image to achieve background suppression and target enhancement. Experimental results indicate that the proposed method can extract both the small target and the area target from a complex background, and has satisfactory target detection ability.

Original languageEnglish
Pages (from-to)8555-8563
Number of pages9
JournalApplied Optics
Volume56
Issue number30
DOIs
Publication statusPublished - 20 Oct 2017
Externally publishedYes

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