Skip to main content
Top

2016 | OriginalPaper | Chapter

Jet Trajectory Recognition Based on Dark Channel Prior

Authors : Wenyan Chong, Ying Hu, Defei Yuan, Yongjun Ma

Published in: Intelligent Visual Surveillance

Publisher: Springer Singapore

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

search-config
loading …

Abstract

The automatic fire-fighting water cannon is an important device for fire extinguish. By identifying the jet trajectory, the closed-loop control of fire extinguishing process can be realized, which improves the quality and efficiency of the water cannon. In this paper, a novel jet trajectory recognition method based on the dark channel prior and the optical properties of low scene transmission in the jet trajectory’s coverage area is proposed. Firstly, the dark channel prior was used to extract the low scene transmission region. Then, in order to identify the jet trajectory more accurately, this extracted region was matched with the moving target area which is restored by Gaussian mixture background modeling. Finally, the modified cubic curve is used to fit out jet trajectory and predict its ending. The experimental results indicate that the proposed approach can effectively detect the jet trajectory with strong anti-interference ability and higher accuracy.

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 Feng, W., Xiaoyang, C., et al.: Fitting equation of the monitor’s jet track. Fire Sci. Technol. 26(6), 656–658 (2007). (in Chinese) Feng, W., Xiaoyang, C., et al.: Fitting equation of the monitor’s jet track. Fire Sci. Technol. 26(6), 656–658 (2007). (in Chinese)
2.
go back to reference Jing, C.: Image segmentation and recognition algorithm for the fire cannon’s jet trajectory. Electron. Sci. Technol. 23(3), 43–49 (2010). (in Chinese) Jing, C.: Image segmentation and recognition algorithm for the fire cannon’s jet trajectory. Electron. Sci. Technol. 23(3), 43–49 (2010). (in Chinese)
3.
go back to reference Weilu, S., Min, Z.: The extraction algorithm for the fire cannon’s jet trajectory in colorful pictures. Electron. Sci. Technol. 24(3), 27–37 (2011). (in Chinese) Weilu, S., Min, Z.: The extraction algorithm for the fire cannon’s jet trajectory in colorful pictures. Electron. Sci. Technol. 24(3), 27–37 (2011). (in Chinese)
4.
go back to reference Jie, Y., Min, Z., Liang, L., et al.: Jet trajectory recognition method based on multi-trajectory vecter search. Comput. Eng. 41(7), 280–284 (2015). (in Chinese) Jie, Y., Min, Z., Liang, L., et al.: Jet trajectory recognition method based on multi-trajectory vecter search. Comput. Eng. 41(7), 280–284 (2015). (in Chinese)
5.
go back to reference Guo, X.: Image processing and fire control software design in intelligent fire fighting system. Nanjing University of Aeronautics and Astronautics, pp. 22–30 (2011). (in Chinese) Guo, X.: Image processing and fire control software design in intelligent fire fighting system. Nanjing University of Aeronautics and Astronautics, pp. 22–30 (2011). (in Chinese)
6.
go back to reference Hao, S.: Stepwise selection method of fire-fighting cannon trajectory. Mach. Build. Autom. 44(1), 217–219 (2015). (in Chinese) Hao, S.: Stepwise selection method of fire-fighting cannon trajectory. Mach. Build. Autom. 44(1), 217–219 (2015). (in Chinese)
7.
go back to reference Yanmin, L., Qingzhen, Z.: Research of particle swarm optimization and its application. Shandong Normal University (2011) Yanmin, L., Qingzhen, Z.: Research of particle swarm optimization and its application. Shandong Normal University (2011)
8.
go back to reference He, K., Sun, J., Tang, X.: Single image haze removal using dark channel prior. IEEE Trans. Pattern Anal. Mach. Intell. 33(12), 2341–2353 (2011)CrossRef He, K., Sun, J., Tang, X.: Single image haze removal using dark channel prior. IEEE Trans. Pattern Anal. Mach. Intell. 33(12), 2341–2353 (2011)CrossRef
9.
go back to reference Yang, H., Liu, X.P., Guo, Y.: Influence of atmosphere to space camera’s image. Spacecr. Recovery Remote Sens. 29(2), 18–22 (2008). (in Chinese) Yang, H., Liu, X.P., Guo, Y.: Influence of atmosphere to space camera’s image. Spacecr. Recovery Remote Sens. 29(2), 18–22 (2008). (in Chinese)
10.
go back to reference Shuai, F., Yong, W., Yang, C., et al.: Restoration of image degraded by haze. Acta Electron. Sin. 10(38), 2279–2284 (2010). (in Chinese) Shuai, F., Yong, W., Yang, C., et al.: Restoration of image degraded by haze. Acta Electron. Sin. 10(38), 2279–2284 (2010). (in Chinese)
11.
go back to reference Zhu, Y., Fujimura, K.: Driver face tracking using Gaussian mixture model (GMM) (2003) Zhu, Y., Fujimura, K.: Driver face tracking using Gaussian mixture model (GMM) (2003)
12.
go back to reference Yujin, Z.: Image Processing, 3rd edn, pp. 107–114. Tsinghua University Press, Beijing (2012). (in Chinese) Yujin, Z.: Image Processing, 3rd edn, pp. 107–114. Tsinghua University Press, Beijing (2012). (in Chinese)
13.
go back to reference Jing, C.: Research on automatic orientation of fire-fighting monitor based on image processing. Nanjing University of Aeronautics and Astronautics (2010). (in Chinese) Jing, C.: Research on automatic orientation of fire-fighting monitor based on image processing. Nanjing University of Aeronautics and Astronautics (2010). (in Chinese)
14.
go back to reference Liangbo, C., Yaqing, Z.: Study on curve fitting based on least square method. J. Wuxi Inst. Technol. 11(5), 52–55 (2012) Liangbo, C., Yaqing, Z.: Study on curve fitting based on least square method. J. Wuxi Inst. Technol. 11(5), 52–55 (2012)
Metadata
Title
Jet Trajectory Recognition Based on Dark Channel Prior
Authors
Wenyan Chong
Ying Hu
Defei Yuan
Yongjun Ma
Copyright Year
2016
Publisher
Springer Singapore
DOI
https://doi.org/10.1007/978-981-10-3476-3_18

Premium Partner