Single object tracking based on active and passive detection information in distributed heterogeneous sensor network

Hyunhak Shin; Chuljin Cho; Hanseok Ko

doi:10.1109/AVSS.2016.7738083

Single object tracking based on active and passive detection information in distributed heterogeneous sensor network

Hyunhak Shin, Chuljin Cho, Hanseok Ko

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

4 Citations (Scopus)

Abstract

In this paper, a single object tracking method based on fusion of detection information collected from a distributed heterogeneous sensor network is proposed. The considered sensor network is composed of one active type source and multiple receivers. It is assumed that the heterogeneous network is capable of acquiring both passive and active information simultaneously. By means of fusion of the acquired heterogeneous data, the proposed method estimates the candidate region of target location. Then, position of the object is estimated by Maximum Likelihood Estimation. In the experimental results, the performance of the proposed method is demonstrated in terms of deployment strategy of the heterogeneous sensor network.

Original language	English
Title of host publication	2016 13th IEEE International Conference on Advanced Video and Signal Based Surveillance, AVSS 2016
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	444-449
Number of pages	6
ISBN (Electronic)	9781509038114
DOIs	https://doi.org/10.1109/AVSS.2016.7738083
Publication status	Published - 2016 Nov 7
Event	13th IEEE International Conference on Advanced Video and Signal Based Surveillance, AVSS 2016 - Colorado Springs, United States Duration: 2016 Aug 23 → 2016 Aug 26

Publication series

Name	2016 13th IEEE International Conference on Advanced Video and Signal Based Surveillance, AVSS 2016

Other

Other	13th IEEE International Conference on Advanced Video and Signal Based Surveillance, AVSS 2016
Country/Territory	United States
City	Colorado Springs
Period	16/8/23 → 16/8/26

Bibliographical note

Publisher Copyright:
© 2016 IEEE.

Copyright:
Copyright 2017 Elsevier B.V., All rights reserved.

ASJC Scopus subject areas

Signal Processing
Media Technology
Instrumentation
Computer Vision and Pattern Recognition

Access to Document

10.1109/AVSS.2016.7738083

Cite this

Shin, H., Cho, C., & Ko, H. (2016). Single object tracking based on active and passive detection information in distributed heterogeneous sensor network. In 2016 13th IEEE International Conference on Advanced Video and Signal Based Surveillance, AVSS 2016 (pp. 444-449). Article 7738083 (2016 13th IEEE International Conference on Advanced Video and Signal Based Surveillance, AVSS 2016). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/AVSS.2016.7738083

Single object tracking based on active and passive detection information in distributed heterogeneous sensor network. / Shin, Hyunhak; Cho, Chuljin; Ko, Hanseok.
2016 13th IEEE International Conference on Advanced Video and Signal Based Surveillance, AVSS 2016. Institute of Electrical and Electronics Engineers Inc., 2016. p. 444-449 7738083 (2016 13th IEEE International Conference on Advanced Video and Signal Based Surveillance, AVSS 2016).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Shin, H, Cho, C & Ko, H 2016, Single object tracking based on active and passive detection information in distributed heterogeneous sensor network. in 2016 13th IEEE International Conference on Advanced Video and Signal Based Surveillance, AVSS 2016., 7738083, 2016 13th IEEE International Conference on Advanced Video and Signal Based Surveillance, AVSS 2016, Institute of Electrical and Electronics Engineers Inc., pp. 444-449, 13th IEEE International Conference on Advanced Video and Signal Based Surveillance, AVSS 2016, Colorado Springs, United States, 16/8/23. https://doi.org/10.1109/AVSS.2016.7738083

Shin H, Cho C, Ko H. Single object tracking based on active and passive detection information in distributed heterogeneous sensor network. In 2016 13th IEEE International Conference on Advanced Video and Signal Based Surveillance, AVSS 2016. Institute of Electrical and Electronics Engineers Inc. 2016. p. 444-449. 7738083. (2016 13th IEEE International Conference on Advanced Video and Signal Based Surveillance, AVSS 2016). doi: 10.1109/AVSS.2016.7738083

Shin, Hyunhak ; Cho, Chuljin ; Ko, Hanseok. / Single object tracking based on active and passive detection information in distributed heterogeneous sensor network. 2016 13th IEEE International Conference on Advanced Video and Signal Based Surveillance, AVSS 2016. Institute of Electrical and Electronics Engineers Inc., 2016. pp. 444-449 (2016 13th IEEE International Conference on Advanced Video and Signal Based Surveillance, AVSS 2016).

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Single object tracking based on active and passive detection information in distributed heterogeneous sensor network

Abstract

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