Skip to main content
Top

2013 | OriginalPaper | Chapter

60. A Study on the Selection of ROI and Trace Under the Multiple Object Environments

Authors : Gwangseok Lee, Gangin Hur, Youngsub Kim

Published in: Future Information Communication Technology and Applications

Publisher: Springer Netherlands

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

This paper is for the trace technology of the object after choosing a specific object as ROI (region of interest) about the object detection with background separation technique and the detected object. Here, the modified AMF is proposed as an effective background separation technique. This method allows to choose ROI region effectively against the image including a variety of objects, by the combination of covariance matrix using regional dispersion size after separating the background and object with the improved AMF. In the result, the modified AMF is strong on noise like the minute movement from illumination change in aspect of pixel accuracy. CAMShift algorithm against selected ROI region is used to trace the detected object more effectively. As a result, it is found that processing time increases.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literature
1.
go back to reference Aggarwal JK, Cai O (1999) Human motion analysis. Comput Vis Image Underst 73(3):428–440 Aggarwal JK, Cai O (1999) Human motion analysis. Comput Vis Image Underst 73(3):428–440
2.
go back to reference Hu W, Tan T, Wang L, Maybank S (2004) A survey on visual surveillance of object motion and behaviors. Syst Man Cybern Part C 34(3):334–352 Hu W, Tan T, Wang L, Maybank S (2004) A survey on visual surveillance of object motion and behaviors. Syst Man Cybern Part C 34(3):334–352
3.
go back to reference Stauffer C, Grimsion W (1999) Adaptive background mixture models for real-time tracking. CVRP99 2:252 Stauffer C, Grimsion W (1999) Adaptive background mixture models for real-time tracking. CVRP99 2:252
4.
go back to reference Oliver N, Rosario B, Pentland A (2000) A Bayesian computer vision system for modeling human interactions. IEEE PAMI, 22:831–843 Oliver N, Rosario B, Pentland A (2000) A Bayesian computer vision system for modeling human interactions. IEEE PAMI, 22:831–843
5.
go back to reference Wren CR, Azarbayejani A, Darrell T, Pentland AP (1997) Pfinder: real-time tracking of the human body. IEEE PAMI 19(7):780–785 Wren CR, Azarbayejani A, Darrell T, Pentland AP (1997) Pfinder: real-time tracking of the human body. IEEE PAMI 19(7):780–785
6.
go back to reference Zivkovic Z, van der Heijden, F (2006) Efficient adaptive density estimation per image pixel for the task of background subtraction. Pattern Recogn Lett 27(7)773–780 Zivkovic Z, van der Heijden, F (2006) Efficient adaptive density estimation per image pixel for the task of background subtraction. Pattern Recogn Lett 27(7)773–780
7.
go back to reference McFarlane N, Schofield C (1995) Segmentation and tracking of piglets in images. MVA 8:187–193 McFarlane N, Schofield C (1995) Segmentation and tracking of piglets in images. MVA 8:187–193
8.
go back to reference Calderara S, Melli R, Prati A, Cucchiara R (2006) Reliable background suppression for complex scene. In: VSSN06, pp 211–214 Calderara S, Melli R, Prati A, Cucchiara R (2006) Reliable background suppression for complex scene. In: VSSN06, pp 211–214
9.
go back to reference Cucchiara R, Grana C, Piccardi M, Prati AA (2003) Detecting moving objects, ghost, and shadows in video streams. IEEE PAMI 25(10):1337–1342 Cucchiara R, Grana C, Piccardi M, Prati AA (2003) Detecting moving objects, ghost, and shadows in video streams. IEEE PAMI 25(10):1337–1342
Metadata
Title
A Study on the Selection of ROI and Trace Under the Multiple Object Environments
Authors
Gwangseok Lee
Gangin Hur
Youngsub Kim
Copyright Year
2013
Publisher
Springer Netherlands
DOI
https://doi.org/10.1007/978-94-007-6516-0_60