Outdoor People Tracking

Volume: 6 Number: 1 May 1, 2018
V. Adanova , M. Atagoziev
EN

Outdoor People Tracking

Abstract

We address the problem of automatically detecting and tracking outdoor people. We propose to combine background subtraction based tracking with tracking-by-detection approach in a Kalman filtering framework. For the detection purpose, we use HOG detector, which detects people only in those regions suggested by background subtraction model. Since detectors may give false positives or miss targets, background subtraction is used to complement the detector outcomes.

Keywords

people detection, people tracking, tracking-by-detection, surveillance, Kalman filtering

References

  1. [1] Q. Zhou, J.K. Aggarwal
APA
Adanova, V., & Atagoziev, M. (2018). Outdoor People Tracking. MANAS Journal of Engineering, 6(1), 45-55. https://izlik.org/JA99TW73AA
AMA
1.Adanova V, Atagoziev M. Outdoor People Tracking. MJEN. 2018;6(1):45-55. https://izlik.org/JA99TW73AA
Chicago
Adanova, V., and M. Atagoziev. 2018. “Outdoor People Tracking”. MANAS Journal of Engineering 6 (1): 45-55. https://izlik.org/JA99TW73AA.
EndNote
Adanova V, Atagoziev M (May 1, 2018) Outdoor People Tracking. MANAS Journal of Engineering 6 1 45–55.
IEEE
[1]V. Adanova and M. Atagoziev, “Outdoor People Tracking”, MJEN, vol. 6, no. 1, pp. 45–55, May 2018, [Online]. Available: https://izlik.org/JA99TW73AA
ISNAD
Adanova, V. - Atagoziev, M. “Outdoor People Tracking”. MANAS Journal of Engineering 6/1 (May 1, 2018): 45-55. https://izlik.org/JA99TW73AA.
JAMA
1.Adanova V, Atagoziev M. Outdoor People Tracking. MJEN. 2018;6:45–55.
MLA
Adanova, V., and M. Atagoziev. “Outdoor People Tracking”. MANAS Journal of Engineering, vol. 6, no. 1, May 2018, pp. 45-55, https://izlik.org/JA99TW73AA.
Vancouver
1.V. Adanova, M. Atagoziev. Outdoor People Tracking. MJEN [Internet]. 2018 May 1;6(1):45-5. Available from: https://izlik.org/JA99TW73AA