Skip to main content
Erschienen in: Information Systems Frontiers 3/2012

01.07.2012

Effective distributed service architecture for ubiquitous video surveillance

verfasst von: Ray-I Chang, Te-Chih Wang, Chia-Hui Wang, Jen-Chang Liu, Jan-Ming Ho

Erschienen in: Information Systems Frontiers | Ausgabe 3/2012

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Video surveillance systems are playing an important role to protect lives and assets of individuals, enterprises and governments. Due to the prevalence of wired and wireless access to Internet, it would be a trend to integrate present isolated video surveillance systems by applying distributed computing environment and to further gestate diversified multimedia intelligent surveillance (MIS) applications in ubiquity. In this paper, we propose a distributed and secure architecture for ubiquitous video surveillance (UVS) services over Internet and error-prone wireless networks with scalability, ubiquity and privacy. As cloud computing, users consume UVS related resources as a service and do not need to own the physical infrastructure, platform, or software. To protect the service privacy, preserve the service scalability and provide reliable UVS video streaming for end users, we apply the AES security mechanism, multicast overlay network and forward error correction (FEC), respectively. Different value-added services can be created and added to this architecture without introducing much traffic load and degrading service quality. Besides, we construct an experimental test-bed for UVS system with three kinds of services to detect fire and fall-incident features and record the captured video at the same time. Experimental results showed that the proposed distributed service architecture is effective and numbers of services on different multicast islands were successfully connected without influencing the playback quality. The average sending rate and the receiving rates of these services are quite similar, and the surveillance video is smoothly played.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

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!

Literatur
Zurück zum Zitat Advanced Encryption Standard, Federal Information Processing Standard 197. (2001). NIST (National Institute of Standards and Technology). Advanced Encryption Standard, Federal Information Processing Standard 197. (2001). NIST (National Institute of Standards and Technology).
Zurück zum Zitat Beynon, M. D., VanHook, D. J., Seibert, M., Peacock, A. & Dudgeon, D. (2003). Detecting abandoned packages in a multi-camera video surveillance system. In: IEEE Conference on Advanced Video and Signal Based Surveillance, 221–228. Beynon, M. D., VanHook, D. J., Seibert, M., Peacock, A. & Dudgeon, D. (2003). Detecting abandoned packages in a multi-camera video surveillance system. In: IEEE Conference on Advanced Video and Signal Based Surveillance, 221–228.
Zurück zum Zitat Bogaert, M., Chleq, N., Cornez, P., Regazzoni, C., Teschioni, S. A., & Thonnat, M. (1996). The PASSWORDS project. In: IEEE International Conference on Image Processing, 675–678. Bogaert, M., Chleq, N., Cornez, P., Regazzoni, C., Teschioni, S. A., & Thonnat, M. (1996). The PASSWORDS project. In: IEEE International Conference on Image Processing, 675–678.
Zurück zum Zitat Bramberger, M., Doblander, A., Maier, A., Rinner, B., & Schwabach, H. (2006). Distributed embedded smart cameras for surveillance applications. Computer, 39, 68–75. doi:10.1109/MC.2006.55.CrossRef Bramberger, M., Doblander, A., Maier, A., Rinner, B., & Schwabach, H. (2006). Distributed embedded smart cameras for surveillance applications. Computer, 39, 68–75. doi:10.​1109/​MC.​2006.​55.CrossRef
Zurück zum Zitat Chen, C. S., Wang, C. H., Shin, H. Y., & Hsu, W. H. (2009). Load-sharing overlay network design for ubiquitous video surveillance services. In: International Workshop on Peer-To-Peer Networking (P2PNet'09) of International Conference on Ultra Modern Telecommunications (ICUMT 2009), 12–14. Chen, C. S., Wang, C. H., Shin, H. Y., & Hsu, W. H. (2009). Load-sharing overlay network design for ubiquitous video surveillance services. In: International Workshop on Peer-To-Peer Networking (P2PNet'09) of International Conference on Ultra Modern Telecommunications (ICUMT 2009), 12–14.
Zurück zum Zitat Collins, R., Lipton, A., Kanade, T., Fujiyoshi, H., Duggins, D., et al. (2000). A system for video surveillance and monitoring. VSAM Final Report, Robotics Institute, Carnegie Mellon University. Technical report CMU-RI-TR-00-12. Collins, R., Lipton, A., Kanade, T., Fujiyoshi, H., Duggins, D., et al. (2000). A system for video surveillance and monitoring. VSAM Final Report, Robotics Institute, Carnegie Mellon University. Technical report CMU-RI-TR-00-12.
Zurück zum Zitat Connell, J., Senior, A. W., Hampapur, A., Tian, Y. L., Brown, L., & Pankanti, S. (2004). Detection and tracking in the IBM peoplevision system. In: IEEE ICME, 1403–1406. Connell, J., Senior, A. W., Hampapur, A., Tian, Y. L., Brown, L., & Pankanti, S. (2004). Detection and tracking in the IBM peoplevision system. In: IEEE ICME, 1403–1406.
Zurück zum Zitat Deering, S. (1989). Host extensions for IP multicasting. IETF RFC 1112. Deering, S. (1989). Host extensions for IP multicasting. IETF RFC 1112.
Zurück zum Zitat Dogan, S., Sadka, A. H., & Kondoz, A. M. (2001). MPEG-4 video transcoder for mobile multi-media traffic planning. In: IEE International Conference on 3G Mobile Communication Technologies, 109–113. Dogan, S., Sadka, A. H., & Kondoz, A. M. (2001). MPEG-4 video transcoder for mobile multi-media traffic planning. In: IEE International Conference on 3G Mobile Communication Technologies, 109–113.
Zurück zum Zitat Foresti, G. L., & Regazzoni, C. S. (1995). Localization and tracking of multiple unknown objects in real environments. Electronics Letters, 31, 355–356.CrossRef Foresti, G. L., & Regazzoni, C. S. (1995). Localization and tracking of multiple unknown objects in real environments. Electronics Letters, 31, 355–356.CrossRef
Zurück zum Zitat Foresti, G. L., Marcenaro, L., & Regazzoni, C. S. (2002). Automatic detection and indexing of video-event shots for surveillance applications. IEEE Transactions on Multimedia, 4, 459–471. doi:10.1109/TMM.2002.802024.CrossRef Foresti, G. L., Marcenaro, L., & Regazzoni, C. S. (2002). Automatic detection and indexing of video-event shots for surveillance applications. IEEE Transactions on Multimedia, 4, 459–471. doi:10.​1109/​TMM.​2002.​802024.CrossRef
Zurück zum Zitat Goshorn, R., Goshorn, J., Goshorn, D., & Aghajan, H. (2007). Architecture for cluster-based automated surveillance network for detecting and tracking multiple persons. In: 1st ACM/IEEE International Conference on Distributed Smart Cameras, 219-226. Goshorn, R., Goshorn, J., Goshorn, D., & Aghajan, H. (2007). Architecture for cluster-based automated surveillance network for detecting and tracking multiple persons. In: 1st ACM/IEEE International Conference on Distributed Smart Cameras, 219-226.
Zurück zum Zitat Hanzo, L., Cherriman, P., & Kuan, E. (2000). Interactive cellular and cordless video telephony: State-of-the-art system design principles and expected performances. Proceedings of the IEEE, 88, 1388–1413. doi:10.1109/5.883314.CrossRef Hanzo, L., Cherriman, P., & Kuan, E. (2000). Interactive cellular and cordless video telephony: State-of-the-art system design principles and expected performances. Proceedings of the IEEE, 88, 1388–1413. doi:10.​1109/​5.​883314.CrossRef
Zurück zum Zitat Juang, C. F., & Chang, C. M. (2007). Human body posture classification by a neural fuzzy network and home care system application. IEEE Transactions on Systems, Man and Cybernetics, 37, 984–994. doi:10.1109/TSMCA.2007.897609.CrossRef Juang, C. F., & Chang, C. M. (2007). Human body posture classification by a neural fuzzy network and home care system application. IEEE Transactions on Systems, Man and Cybernetics, 37, 984–994. doi:10.​1109/​TSMCA.​2007.​897609.CrossRef
Zurück zum Zitat Kandhalu, A., Rowe, A., Huang, R. R. C., & Yeh, C. C. (2009). Real-time video surveillance over IEEE 802.11 Mesh Networks. In: Proceedings of the 15th IEEE Real-Time and Embedded Technology and Applications Symposium, 205-214. Kandhalu, A., Rowe, A., Huang, R. R. C., & Yeh, C. C. (2009). Real-time video surveillance over IEEE 802.11 Mesh Networks. In: Proceedings of the 15th IEEE Real-Time and Embedded Technology and Applications Symposium, 205-214.
Zurück zum Zitat Keller, T., & Hanzo, L. (2000). Adaptive multicarrier modulation: a convenient framework for time-frequency processing in wireless communications. Proceedings of the IEEE, 88, 611–640. doi:10.1109/5.849157.CrossRef Keller, T., & Hanzo, L. (2000). Adaptive multicarrier modulation: a convenient framework for time-frequency processing in wireless communications. Proceedings of the IEEE, 88, 611–640. doi:10.​1109/​5.​849157.CrossRef
Zurück zum Zitat Kumar, V. (Ed.). (1995). Mbone interactive multimedia on the internet. New Readers. Kumar, V. (Ed.). (1995). Mbone interactive multimedia on the internet. New Readers.
Zurück zum Zitat Liu, C. B. & Ahuja, N. (2004). Vision based fire detection. In: Proceedings of the 17th International Conference on Pattern Recognition, 134-137. Liu, C. B. & Ahuja, N. (2004). Vision based fire detection. In: Proceedings of the 17th International Conference on Pattern Recognition, 134-137.
Zurück zum Zitat Luby, M., Fountain, D., Vicisano, L., Cisco, Gemmell, J., et al. (2002). Forward error correction (FEC) building block. IETF RFC 3452. Luby, M., Fountain, D., Vicisano, L., Cisco, Gemmell, J., et al. (2002). Forward error correction (FEC) building block. IETF RFC 3452.
Zurück zum Zitat Macker, J. P. (1997). Reliable Multicast Transport and Integrated Erasure-based Forward Error Correction. In: Proceedings of the IEEE MILCOM, 973-977. Macker, J. P. (1997). Reliable Multicast Transport and Integrated Erasure-based Forward Error Correction. In: Proceedings of the IEEE MILCOM, 973-977.
Zurück zum Zitat Marcenaro, L., Oberti, F., Foresti, G. L., & Regazzoni, C. S. (2001). Distributed architectures and logical-task decomposition in multimedia systems. Proceedings of the IEEE, 89, 1419–1440. doi:10.1109/5.959339.CrossRef Marcenaro, L., Oberti, F., Foresti, G. L., & Regazzoni, C. S. (2001). Distributed architectures and logical-task decomposition in multimedia systems. Proceedings of the IEEE, 89, 1419–1440. doi:10.​1109/​5.​959339.CrossRef
Zurück zum Zitat Quinn, B. (2001). IP multicast applications: challenges and solutions. IETF RFC 3170. Quinn, B. (2001). IP multicast applications: challenges and solutions. IETF RFC 3170.
Zurück zum Zitat Regazzoni, C. S., & Sacchi, C. (2000). A distributed surveillance system for detection of abandoned objects in unmanned railway environments. IEEE Transactions on Vehicular Technology, 49, 2013–2026. doi:10.1109/25.892603.CrossRef Regazzoni, C. S., & Sacchi, C. (2000). A distributed surveillance system for detection of abandoned objects in unmanned railway environments. IEEE Transactions on Vehicular Technology, 49, 2013–2026. doi:10.​1109/​25.​892603.CrossRef
Zurück zum Zitat Rescorla, E. (1999). Diffie–Hellman key agreement method. IETF RFC 2631. Rescorla, E. (1999). Diffie–Hellman key agreement method. IETF RFC 2631.
Zurück zum Zitat Smith, K., Quelhas, P., & Gatica-Perez, D. (2006). Detecting abandoned luggage items in a public space. In: Proceedings of the 9th IEEE International Workshop on Performance Evaluation in Tracking and Surveillance (PETS '06), 75-82. Smith, K., Quelhas, P., & Gatica-Perez, D. (2006). Detecting abandoned luggage items in a public space. In: Proceedings of the 9th IEEE International Workshop on Performance Evaluation in Tracking and Surveillance (PETS '06), 75-82.
Zurück zum Zitat Snidaro, L., Foresti, G. L., & Piciarelli, C. (2008). Automatic video surveillance of harbour structures. In E. Shahbazian, G. Rogova, & M. J. DeWeert (Eds.), Harbour protection through data fusion technologies (pp. 223–231). Netherlands: Springer. Snidaro, L., Foresti, G. L., & Piciarelli, C. (2008). Automatic video surveillance of harbour structures. In E. Shahbazian, G. Rogova, & M. J. DeWeert (Eds.), Harbour protection through data fusion technologies (pp. 223–231). Netherlands: Springer.
Zurück zum Zitat Stringa, E., & Regazzoni, C. S. (2000). Real-time video-shot detection for scene surveillance applications. IEEE Transactions on Image Processing, 9, 69–79. doi:10.1109/83.817599.CrossRef Stringa, E., & Regazzoni, C. S. (2000). Real-time video-shot detection for scene surveillance applications. IEEE Transactions on Image Processing, 9, 69–79. doi:10.​1109/​83.​817599.CrossRef
Zurück zum Zitat Tian, Y. L., Lu, M., & Hampapur, A. (2005). Robust and efficient foreground analysis for real-time video surveillance. In: Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05), 1182-1187. Tian, Y. L., Lu, M., & Hampapur, A. (2005). Robust and efficient foreground analysis for real-time video surveillance. In: Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05), 1182-1187.
Zurück zum Zitat Tian, Y. L., Brown, L., Hampapur, A., Lu, M., Senior, A., & Shu, C. F. (2008). IBM smart surveillance system (S3): event based video surveillance system with an open and extensible framework. Machine Vision and Applications, 19, 315–327. doi:10.1007/s00138-008-0153-z.CrossRef Tian, Y. L., Brown, L., Hampapur, A., Lu, M., Senior, A., & Shu, C. F. (2008). IBM smart surveillance system (S3): event based video surveillance system with an open and extensible framework. Machine Vision and Applications, 19, 315–327. doi:10.​1007/​s00138-008-0153-z.CrossRef
Zurück zum Zitat Venetianer, P. L., Zhang, Z., Yin, W., & Liptop, A. J. (2007). Stationary target detection using the objectvideo surveillance system. In: Proceedings of the IEEE International Conference on Advanced Video and Signal-Based Surveillance, 242-247. Venetianer, P. L., Zhang, Z., Yin, W., & Liptop, A. J. (2007). Stationary target detection using the objectvideo surveillance system. In: Proceedings of the IEEE International Conference on Advanced Video and Signal-Based Surveillance, 242-247.
Zurück zum Zitat Wang, C. H., Chang, R. I., & Ho, J. M. (2003). An effective communication model for collaborative commerce of web-based surveillance services. In: Proceedings of the IEEE Conference on Electronic Commerce (CEC’03), 40-44. Wang, C. H., Chang, R. I., & Ho, J. M. (2003). An effective communication model for collaborative commerce of web-based surveillance services. In: Proceedings of the IEEE Conference on Electronic Commerce (CEC’03), 40-44.
Zurück zum Zitat Wang, C. H., Li, M. W., & Liao, W.J. (2007). A distributed key-changing mechanism for secure voice over IP (VOIP) service. In: Proceedings of the 2007 IEEE International Conference on Multimedia & Expo (ICME 2007), 895-898. Wang, C. H., Li, M. W., & Liao, W.J. (2007). A distributed key-changing mechanism for secure voice over IP (VOIP) service. In: Proceedings of the 2007 IEEE International Conference on Multimedia & Expo (ICME 2007), 895-898.
Zurück zum Zitat Wang, T. C., Wang, C. H., Chang, R. I., & Ho, J. M. (2008). Ubiquitous video surveillance service with secure forwarding agents. In: IEICE 14th Asia-Pacific Conference on Communications (APCC2008). 14–16. Wang, T. C., Wang, C. H., Chang, R. I., & Ho, J. M. (2008). Ubiquitous video surveillance service with secure forwarding agents. In: IEICE 14th Asia-Pacific Conference on Communications (APCC2008). 14–16.
Metadaten
Titel
Effective distributed service architecture for ubiquitous video surveillance
verfasst von
Ray-I Chang
Te-Chih Wang
Chia-Hui Wang
Jen-Chang Liu
Jan-Ming Ho
Publikationsdatum
01.07.2012
Verlag
Springer US
Erschienen in
Information Systems Frontiers / Ausgabe 3/2012
Print ISSN: 1387-3326
Elektronische ISSN: 1572-9419
DOI
https://doi.org/10.1007/s10796-010-9255-z

Weitere Artikel der Ausgabe 3/2012

Information Systems Frontiers 3/2012 Zur Ausgabe

Premium Partner