A novel infrared object detection method based on the generalized cumulative sum in IRST system1

Yuexin Tian, Kun Gao, Ying Liu, Qi Bin, Zhigao Xu

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

Abstract

Aiming at the infrared object detection applications, a novel generalized cumulative sum processing is presented. Since in a typical IRST application system, object appearing and vanishing can be regarded as the change-point detection problem in Statistics. One of the effective solutions is the generalized cumulative sum processing (GCUSUM). Analyses are focused on the detection threshold value selection of GCUSUM algorithm and relations among the threshold value and false alarm rate, detection probability and signal-noise rate. The further researches extend a uniform band IRST system into the multiple band IRST system and improve the realization of GCUSUM algorithm. Results of theoretical analysis and simulation show that our modified algorithm has excellent object detection performance in an infrared image sequences from a real IRST system.

Original languageEnglish
Title of host publication2013 International Conference on Optical Instruments and Technology
Subtitle of host publicationOptoelectronic Imaging and Processing Technology
DOIs
Publication statusPublished - 2013
Event2013 International Conference on Optical Instruments and Technology: Optoelectronic Imaging and Processing Technology, OIT 2013 - Beijing, China
Duration: 17 Nov 201319 Nov 2013

Publication series

NameProceedings of SPIE - The International Society for Optical Engineering
Volume9045
ISSN (Print)0277-786X
ISSN (Electronic)1996-756X

Conference

Conference2013 International Conference on Optical Instruments and Technology: Optoelectronic Imaging and Processing Technology, OIT 2013
Country/TerritoryChina
CityBeijing
Period17/11/1319/11/13

Keywords

  • Generalized cumulative sum
  • IRST
  • Infrared image processing
  • Mean detection delay
  • Multi-band

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Tian, Y., Gao, K., Liu, Y., Bin, Q., & Xu, Z. (2013). A novel infrared object detection method based on the generalized cumulative sum in IRST system1. In 2013 International Conference on Optical Instruments and Technology: Optoelectronic Imaging and Processing Technology Article 90450H (Proceedings of SPIE - The International Society for Optical Engineering; Vol. 9045). https://doi.org/10.1117/12.2036495