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author:

You, Y. (You, Y..) [1] | Zhu, M. (Zhu, M..) [2] | He, B. (He, B..) [3] | Wang, Y. (Wang, Y..) [4]

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Scopus

Abstract:

In this paper, a marker and its real-time tracking method are proposed. Different from existing technologies that recognize the markers by spatial event features, which lead to many practical problems, we discover the possibility of using temporal features. Strobe LEDs (light emitting diode) are used as markers to produce periodically flipping events, and a fast clustering-based algorithm is designed to track and recognize these markers simultaneously. Experiments demonstrate that our methods have superior speed and accuracy compared to state-of-the-arts. The markers can be stably tracked in many challenging situations, thus can be used in various visual tracking applications. The proposed method introduces a new marker and its corresponding recognition algorithm for event camera-based targets tracking, offering a reliable solution for various applications. © The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature 2024.

Keyword:

68T45 Event camera Marker Real-time Temporal feature Visual tracking

Community:

  • [ 1 ] [You Y.]School of Mechanical Engineering and Automation, Fuzhou University, Xue Yuan Road No.2, Fujian, Fuzhou, China
  • [ 2 ] [Zhu M.]School of Mechanical Engineering and Automation, Fuzhou University, Xue Yuan Road No.2, Fujian, Fuzhou, China
  • [ 3 ] [He B.]School of Mechanical Engineering and Automation, Fuzhou University, Xue Yuan Road No.2, Fujian, Fuzhou, China
  • [ 4 ] [Wang Y.]The Shengli Clinical Medical College of Fujian Medical University, 134 East Street, Fujian, Fuzhou, China

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Source :

Journal of Real-Time Image Processing

ISSN: 1861-8200

Year: 2024

Issue: 2

Volume: 21

2 . 9 0 0

JCR@2023

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

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