Design and implementation of a multi-purpose real-time pan-tilt visual tracking system

Chun Kai Wang, Ming-Yang Cheng, Chien Hsien Liao, Cheng Chien Li, Chia Yang Sun, Mi-Ching Tsai

Research output: Contribution to conferencePaper

5 Citations (Scopus)

Abstract

A multi-purpose real-time visual tracking system that can be used in different scenarios has been designed and implemented in this study. This real-time visual tracking system can be operated in two modes "static tracking" and "dynamic tracking". When operated in the static tracking mode, a modified adaptive background subtraction method is used to detect the moving object. In contrast, when operated in the dynamic tracking mode, a region-based matching approach is used to estimate the motion of the moving target and the servo control unit will be activated to control the camera motion so that the moving target's image is kept in the center of the monitoring screen. Several experiments such as "traffic monitoring", "marine creature detection", and "intruder detection/ tracking" were conducted to evaluate the system's performance. Experimental results indicate that the performance of the developed real-time visual tracking system is satisfactory.

Original languageEnglish
Pages1079-1084
Number of pages6
Publication statusPublished - 2004 Dec 1
Event2004 IEEE International Conference on Control Applications - Taipei, Taiwan
Duration: 2004 Sep 22004 Sep 4

Other

Other2004 IEEE International Conference on Control Applications
CountryTaiwan
CityTaipei
Period04-09-0204-09-04

Fingerprint

Monitoring
Cameras
Experiments

All Science Journal Classification (ASJC) codes

  • Engineering(all)

Cite this

Wang, C. K., Cheng, M-Y., Liao, C. H., Li, C. C., Sun, C. Y., & Tsai, M-C. (2004). Design and implementation of a multi-purpose real-time pan-tilt visual tracking system. 1079-1084. Paper presented at 2004 IEEE International Conference on Control Applications, Taipei, Taiwan.
Wang, Chun Kai ; Cheng, Ming-Yang ; Liao, Chien Hsien ; Li, Cheng Chien ; Sun, Chia Yang ; Tsai, Mi-Ching. / Design and implementation of a multi-purpose real-time pan-tilt visual tracking system. Paper presented at 2004 IEEE International Conference on Control Applications, Taipei, Taiwan.6 p.
@conference{796ebe82344e4708915e70b56ec5770c,
title = "Design and implementation of a multi-purpose real-time pan-tilt visual tracking system",
abstract = "A multi-purpose real-time visual tracking system that can be used in different scenarios has been designed and implemented in this study. This real-time visual tracking system can be operated in two modes {"}static tracking{"} and {"}dynamic tracking{"}. When operated in the static tracking mode, a modified adaptive background subtraction method is used to detect the moving object. In contrast, when operated in the dynamic tracking mode, a region-based matching approach is used to estimate the motion of the moving target and the servo control unit will be activated to control the camera motion so that the moving target's image is kept in the center of the monitoring screen. Several experiments such as {"}traffic monitoring{"}, {"}marine creature detection{"}, and {"}intruder detection/ tracking{"} were conducted to evaluate the system's performance. Experimental results indicate that the performance of the developed real-time visual tracking system is satisfactory.",
author = "Wang, {Chun Kai} and Ming-Yang Cheng and Liao, {Chien Hsien} and Li, {Cheng Chien} and Sun, {Chia Yang} and Mi-Ching Tsai",
year = "2004",
month = "12",
day = "1",
language = "English",
pages = "1079--1084",
note = "2004 IEEE International Conference on Control Applications ; Conference date: 02-09-2004 Through 04-09-2004",

}

Wang, CK, Cheng, M-Y, Liao, CH, Li, CC, Sun, CY & Tsai, M-C 2004, 'Design and implementation of a multi-purpose real-time pan-tilt visual tracking system' Paper presented at 2004 IEEE International Conference on Control Applications, Taipei, Taiwan, 04-09-02 - 04-09-04, pp. 1079-1084.

Design and implementation of a multi-purpose real-time pan-tilt visual tracking system. / Wang, Chun Kai; Cheng, Ming-Yang; Liao, Chien Hsien; Li, Cheng Chien; Sun, Chia Yang; Tsai, Mi-Ching.

2004. 1079-1084 Paper presented at 2004 IEEE International Conference on Control Applications, Taipei, Taiwan.

Research output: Contribution to conferencePaper

TY - CONF

T1 - Design and implementation of a multi-purpose real-time pan-tilt visual tracking system

AU - Wang, Chun Kai

AU - Cheng, Ming-Yang

AU - Liao, Chien Hsien

AU - Li, Cheng Chien

AU - Sun, Chia Yang

AU - Tsai, Mi-Ching

PY - 2004/12/1

Y1 - 2004/12/1

N2 - A multi-purpose real-time visual tracking system that can be used in different scenarios has been designed and implemented in this study. This real-time visual tracking system can be operated in two modes "static tracking" and "dynamic tracking". When operated in the static tracking mode, a modified adaptive background subtraction method is used to detect the moving object. In contrast, when operated in the dynamic tracking mode, a region-based matching approach is used to estimate the motion of the moving target and the servo control unit will be activated to control the camera motion so that the moving target's image is kept in the center of the monitoring screen. Several experiments such as "traffic monitoring", "marine creature detection", and "intruder detection/ tracking" were conducted to evaluate the system's performance. Experimental results indicate that the performance of the developed real-time visual tracking system is satisfactory.

AB - A multi-purpose real-time visual tracking system that can be used in different scenarios has been designed and implemented in this study. This real-time visual tracking system can be operated in two modes "static tracking" and "dynamic tracking". When operated in the static tracking mode, a modified adaptive background subtraction method is used to detect the moving object. In contrast, when operated in the dynamic tracking mode, a region-based matching approach is used to estimate the motion of the moving target and the servo control unit will be activated to control the camera motion so that the moving target's image is kept in the center of the monitoring screen. Several experiments such as "traffic monitoring", "marine creature detection", and "intruder detection/ tracking" were conducted to evaluate the system's performance. Experimental results indicate that the performance of the developed real-time visual tracking system is satisfactory.

UR - http://www.scopus.com/inward/record.url?scp=17744392064&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=17744392064&partnerID=8YFLogxK

M3 - Paper

SP - 1079

EP - 1084

ER -

Wang CK, Cheng M-Y, Liao CH, Li CC, Sun CY, Tsai M-C. Design and implementation of a multi-purpose real-time pan-tilt visual tracking system. 2004. Paper presented at 2004 IEEE International Conference on Control Applications, Taipei, Taiwan.