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An infrared small target detection method based on block compressed sensing

  • Harbin Institute of Technology

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

Abstract

Aiming at improving the real-time performance of infrared weapon systems, a method based on block compressed sensing is proposed to detect infrared small target, which is also easy to be implemented with hardware. The proposed method can detect and locate small infrared targets by classifying compressed results of blocks. In addition, in order to solve the low detection accuracy caused by using uniform block, the proposed method uses overlapping blocks to reduce the maximum distance between the center of the test sample block and that of the target. Experiments show that the proposed method can effectively improve the detection accuracy of infrared small targets.

Original languageEnglish
Title of host publicationAdvances in Intelligent Information Hiding and Multimedia Signal Processing - Proceedings of the 13th International Conference on Intelligent Information Hiding and Multimedia Signal Processing,
EditorsJeng-Shyang Pan, Pei-Wei Tsai, Lakhmi C. Jain, Junzo Watada
PublisherSpringer Science and Business Media Deutschland GmbH
Pages417-424
Number of pages8
ISBN (Print)9783319638553
DOIs
StatePublished - 2018
Event13th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2017 - Matsue, Shimane, Japan
Duration: 12 Aug 201715 Aug 2017

Publication series

NameSmart Innovation, Systems and Technologies
Volume81
ISSN (Print)2190-3018
ISSN (Electronic)2190-3026

Conference

Conference13th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2017
Country/TerritoryJapan
CityMatsue, Shimane
Period12/08/1715/08/17

Keywords

  • Compressed sensing
  • Infrared target detection
  • Overlapping blocks

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