Detecting infrared target with receptive field and lateral inhibition of HVS

  • Yufei Zhao
  • , Yong Song*
  • , Shangnan Zhao
  • , Yun Li
  • , Guowei Shi
  • , Zhengkun Guo
  • *Corresponding author for this work

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

Abstract

In this paper, we proposed an infrared (IR) target detection method based on the receptive field (RF) and lateral inhibition (LI). In this method, the direction parameters of Gabor filter is adaptively determined according to the gradient direction. And a background prediction method based on LI is used for regulating the gray value in image so as to achieve background suppression and target enhancement. Experimental results indicate that the proposed method can extract both small and area target from complex background, and the target detection ability is satisfactory.

Original languageEnglish
Title of host publicationImage and Graphics Technologies and Applications - 13th Conference on Image and Graphics Technologies and Applications, IGTA 2018, Revised Selected Papers
EditorsYongtian Wang, Yuxin Peng, Zhiguo Jiang
PublisherSpringer Verlag
Pages272-280
Number of pages9
ISBN (Print)9789811317019
DOIs
Publication statusPublished - 2018
Event13th Conference on Image and Graphics Technologies and Applications, IGTA 2018 - Beijing, China
Duration: 8 Apr 201810 Apr 2018

Publication series

NameCommunications in Computer and Information Science
Volume875
ISSN (Print)1865-0929

Conference

Conference13th Conference on Image and Graphics Technologies and Applications, IGTA 2018
Country/TerritoryChina
CityBeijing
Period8/04/1810/04/18

Keywords

  • Detection
  • Digital image processing
  • Infrared
  • Pattern recognition

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