Brain-computer Fusion Low-quality Video Target Detection Method

Jianting Shi, Luzheng Bi, Xinbo Xu, Weijie Fei, Aberham Genetu Feleke*

*Corresponding author for this work

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

Abstract

Video target detection technology has made significant progress in recent years. However, in the face of low-quality video targets, traditional computer vision methods are limited by unclear features or missing information. In this paper, we propose an innovative video target detection method that combines computer vision techniques with non-invasive brain-computer interface (BCI) techniques, aiming to address the low robustness of computer vision with the high false alarm rate of BCI methods. This method combines the advantages of the two systems, combining the rapidity of computer vision technology and the high robustness and anti-interference of BCI technology. Experimental results show that the proposed method improves the detection performance of low-quality video target detection method, and achieves performance improvement compared with the single method. This paper brings new technical ideas to the field of video target detection, and also provides new possibilities for the expansion of BCI technology in practical applications.

Original languageEnglish
Title of host publicationProceedings of 2024 IEEE International Conference on Unmanned Systems, ICUS 2024
EditorsRong Song
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages1055-1059
Number of pages5
ISBN (Electronic)9798350384185
DOIs
Publication statusPublished - 2024
Event2024 IEEE International Conference on Unmanned Systems, ICUS 2024 - Nanjing, China
Duration: 18 Oct 202420 Oct 2024

Publication series

NameProceedings of 2024 IEEE International Conference on Unmanned Systems, ICUS 2024

Conference

Conference2024 IEEE International Conference on Unmanned Systems, ICUS 2024
Country/TerritoryChina
CityNanjing
Period18/10/2420/10/24

Keywords

  • Brain-computer fusion
  • Brain-computer interface
  • EEG signals
  • Video-target detection

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