Real-time object tracking system using PTZ camera

Hongchuang Niu; Jia Liu; Zhengning Yu; Dacong Zheng; Ping He; Feifei Wang

doi:10.1109/ICCASIT55263.2022.9986912

Real-time object tracking system using PTZ camera

Hongchuang Niu^*
, Jia Liu
, Zhengning Yu
, Dacong Zheng
, Ping He
, Feifei Wang

^*Corresponding author for this work

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

6 Scopus citations

Abstract

In this paper, a Pan-Tilt-Zoom(PTZ) camera is used to design a general object tracking system, which can follow the target rotation, so that the target is always in the center of the video. The system uses the algorithm of multiple object tracking(MOT) based on deep learning to obtain the position of the target center in the image, then control the camera pan-tilt rotation to make the target in the center of the image, and finally adjusts the camera focal length to ensure that the target has enough resolution. The system can be used for airport security, such as runway intrusion detection, boundary intrusion detection, violation detection, etc.

Original language	English
Title of host publication	Proceedings of 2022 IEEE 4th International Conference on Civil Aviation Safety and Information Technology, ICCASIT 2022
Editors	Huabo Sun
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	471-478
Number of pages	8
ISBN (Electronic)	9781665467667
DOIs	https://doi.org/10.1109/ICCASIT55263.2022.9986912
State	Published - 2022
Externally published	Yes
Event	4th IEEE International Conference on Civil Aviation Safety and Information Technology, ICCASIT 2022 - Dali, China Duration: 12 Oct 2022 → 14 Oct 2022

Publication series

Name	Proceedings of 2022 IEEE 4th International Conference on Civil Aviation Safety and Information Technology, ICCASIT 2022

Conference

Conference	4th IEEE International Conference on Civil Aviation Safety and Information Technology, ICCASIT 2022
Country/Territory	China
City	Dali
Period	12/10/22 → 14/10/22

Keywords

PTZ camera
multiple object tracking
object Detection

Access to Document

10.1109/ICCASIT55263.2022.9986912

Cite this

Niu, H., Liu, J., Yu, Z., Zheng, D., He, P., & Wang, F. (2022). Real-time object tracking system using PTZ camera. In H. Sun (Ed.), Proceedings of 2022 IEEE 4th International Conference on Civil Aviation Safety and Information Technology, ICCASIT 2022 (pp. 471-478). (Proceedings of 2022 IEEE 4th International Conference on Civil Aviation Safety and Information Technology, ICCASIT 2022). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICCASIT55263.2022.9986912

Niu, Hongchuang ; Liu, Jia ; Yu, Zhengning et al. / Real-time object tracking system using PTZ camera. Proceedings of 2022 IEEE 4th International Conference on Civil Aviation Safety and Information Technology, ICCASIT 2022. editor / Huabo Sun. Institute of Electrical and Electronics Engineers Inc., 2022. pp. 471-478 (Proceedings of 2022 IEEE 4th International Conference on Civil Aviation Safety and Information Technology, ICCASIT 2022).

@inproceedings{b9365e8a564540e7bdae5456b14782a6,

title = "Real-time object tracking system using PTZ camera",

abstract = "In this paper, a Pan-Tilt-Zoom(PTZ) camera is used to design a general object tracking system, which can follow the target rotation, so that the target is always in the center of the video. The system uses the algorithm of multiple object tracking(MOT) based on deep learning to obtain the position of the target center in the image, then control the camera pan-tilt rotation to make the target in the center of the image, and finally adjusts the camera focal length to ensure that the target has enough resolution. The system can be used for airport security, such as runway intrusion detection, boundary intrusion detection, violation detection, etc.",

keywords = "PTZ camera, multiple object tracking, object Detection",

author = "Hongchuang Niu and Jia Liu and Zhengning Yu and Dacong Zheng and Ping He and Feifei Wang",

note = "Publisher Copyright: {\textcopyright} 2022 IEEE.; 4th IEEE International Conference on Civil Aviation Safety and Information Technology, ICCASIT 2022 ; Conference date: 12-10-2022 Through 14-10-2022",

year = "2022",

doi = "10.1109/ICCASIT55263.2022.9986912",

language = "英语",

series = "Proceedings of 2022 IEEE 4th International Conference on Civil Aviation Safety and Information Technology, ICCASIT 2022",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "471--478",

editor = "Huabo Sun",

booktitle = "Proceedings of 2022 IEEE 4th International Conference on Civil Aviation Safety and Information Technology, ICCASIT 2022",

address = "美国",

}

Niu, H, Liu, J, Yu, Z, Zheng, D, He, P & Wang, F 2022, Real-time object tracking system using PTZ camera. in H Sun (ed.), Proceedings of 2022 IEEE 4th International Conference on Civil Aviation Safety and Information Technology, ICCASIT 2022. Proceedings of 2022 IEEE 4th International Conference on Civil Aviation Safety and Information Technology, ICCASIT 2022, Institute of Electrical and Electronics Engineers Inc., pp. 471-478, 4th IEEE International Conference on Civil Aviation Safety and Information Technology, ICCASIT 2022, Dali, China, 12/10/22. https://doi.org/10.1109/ICCASIT55263.2022.9986912

Real-time object tracking system using PTZ camera. / Niu, Hongchuang; Liu, Jia; Yu, Zhengning et al.
Proceedings of 2022 IEEE 4th International Conference on Civil Aviation Safety and Information Technology, ICCASIT 2022. ed. / Huabo Sun. Institute of Electrical and Electronics Engineers Inc., 2022. p. 471-478 (Proceedings of 2022 IEEE 4th International Conference on Civil Aviation Safety and Information Technology, ICCASIT 2022).

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

TY - GEN

T1 - Real-time object tracking system using PTZ camera

AU - Niu, Hongchuang

AU - Liu, Jia

AU - Yu, Zhengning

AU - Zheng, Dacong

AU - He, Ping

AU - Wang, Feifei

PY - 2022

Y1 - 2022

N2 - In this paper, a Pan-Tilt-Zoom(PTZ) camera is used to design a general object tracking system, which can follow the target rotation, so that the target is always in the center of the video. The system uses the algorithm of multiple object tracking(MOT) based on deep learning to obtain the position of the target center in the image, then control the camera pan-tilt rotation to make the target in the center of the image, and finally adjusts the camera focal length to ensure that the target has enough resolution. The system can be used for airport security, such as runway intrusion detection, boundary intrusion detection, violation detection, etc.

AB - In this paper, a Pan-Tilt-Zoom(PTZ) camera is used to design a general object tracking system, which can follow the target rotation, so that the target is always in the center of the video. The system uses the algorithm of multiple object tracking(MOT) based on deep learning to obtain the position of the target center in the image, then control the camera pan-tilt rotation to make the target in the center of the image, and finally adjusts the camera focal length to ensure that the target has enough resolution. The system can be used for airport security, such as runway intrusion detection, boundary intrusion detection, violation detection, etc.

KW - PTZ camera

KW - multiple object tracking

KW - object Detection

UR - https://www.scopus.com/pages/publications/85146416934

U2 - 10.1109/ICCASIT55263.2022.9986912

DO - 10.1109/ICCASIT55263.2022.9986912

M3 - 会议稿件

AN - SCOPUS:85146416934

T3 - Proceedings of 2022 IEEE 4th International Conference on Civil Aviation Safety and Information Technology, ICCASIT 2022

SP - 471

EP - 478

BT - Proceedings of 2022 IEEE 4th International Conference on Civil Aviation Safety and Information Technology, ICCASIT 2022

A2 - Sun, Huabo

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 4th IEEE International Conference on Civil Aviation Safety and Information Technology, ICCASIT 2022

Y2 - 12 October 2022 through 14 October 2022

ER -

Niu H, Liu J, Yu Z, Zheng D, He P, Wang F. Real-time object tracking system using PTZ camera. In Sun H, editor, Proceedings of 2022 IEEE 4th International Conference on Civil Aviation Safety and Information Technology, ICCASIT 2022. Institute of Electrical and Electronics Engineers Inc. 2022. p. 471-478. (Proceedings of 2022 IEEE 4th International Conference on Civil Aviation Safety and Information Technology, ICCASIT 2022). doi: 10.1109/ICCASIT55263.2022.9986912

Real-time object tracking system using PTZ camera

Abstract

Publication series

Conference

Keywords

Access to Document

Other files and links

Fingerprint

Cite this