Outdoor People Tracking

V. Adanova; M. Atagoziev

Outdoor People Tracking

Year 2018, Volume: 6 Issue: 1, 45 - 55, 01.05.2018

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] Q. Zhou, J.K. Aggarwal

Year 2018, Volume: 6 Issue: 1, 45 - 55, 01.05.2018

V. Adanova M. Atagoziev

Abstract

References

[1] Q. Zhou, J.K. Aggarwal

There are 1 citations in total.

Details

Other ID	JA57KE48GS
Journal Section	Research Article
Authors	V. Adanova This is me M. Atagoziev This is me
Publication Date	May 1, 2018
Published in Issue	Year 2018 Volume: 6 Issue: 1

Cite

APA	Adanova, V., & Atagoziev, M. (2018). Outdoor People Tracking. MANAS Journal of Engineering, 6(1), 45-55.
AMA	Adanova V, Atagoziev M. Outdoor People Tracking. MJEN. May 2018;6(1):45-55.
Chicago	Adanova, V., and M. Atagoziev. “Outdoor People Tracking”. MANAS Journal of Engineering 6, no. 1 (May 2018): 45-55.
EndNote	Adanova V, Atagoziev M (May 1, 2018) Outdoor People Tracking. MANAS Journal of Engineering 6 1 45–55.
IEEE	V. Adanova and M. Atagoziev, “Outdoor People Tracking”, MJEN, vol. 6, no. 1, pp. 45–55, 2018.
ISNAD	Adanova, V. - Atagoziev, M. “Outdoor People Tracking”. MANAS Journal of Engineering 6/1 (May 2018), 45-55.
JAMA	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, 2018, pp. 45-55.
Vancouver	Adanova V, Atagoziev M. Outdoor People Tracking. MJEN. 2018;6(1):45-5.