nach oben

Erschienen in:

2018 | OriginalPaper | Buchkapitel

Management of Video Surveillance for Smart Cities

verfasst von : Nhat-Quang Dao, Quang Le-Dang, Robert Morawski, Anh-Tuan Dang, Tho Le-Ngoc

Erschienen in: Handbook of Smart Cities

Verlag: Springer International Publishing

Einloggen

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

search-config

KI-gestützte Suche

Aus

Abstract

Video surveillance system is a crucial component in the development of Smart City. Video data can be used for a myriad of applications, enabling many key services of Smart City such as smart traffic management and enhanced public security. This chapter provides an overview of video management system for Smart City and its challenges. A small-scale testbed with assorted video managing services is used to demonstrate and compare performance of on-premise and cloud-based infrastructures. In addition, we present several camera deployment scenarios to illustrate the connectivity and data volume that would emerge in a city-scale implementation.

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!

Jetzt informieren

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!

Jetzt informieren

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!

Jetzt informieren

Vorheriges Kapitel Asymmetric Interoperability for Software Services in Smart City Environments

Nächstes Kapitel Intelligent Transportation Systems Enabled ICT Framework for Electric Vehicle Charging in Smart City

World Population Prospects – UN: http://www.un.org/en/development/desa/news/population/world-urbanization-prospects-2014.html.

N. Chen, Y. Chen, X. Ye, H. Ling, S. Song, and C.-T. Huang, “Smart City Surveillance in Fog Computing,” Advances in Mobile Cloud Computing and Big Data in the 5G Era, Springer, pp. 203–226, 2017.

S. Dube, K. J. Ghee, W. W. Onn, and Q. Z. Han, “Embedded user interface for smart camera,” in 2017 7th IEEE International Conference on System Engineering and Technology (ICSET), pp. 32–37, 2017.

Bosch makes video analytics at the edge a new built-in standard in all their IP cameras [Online]. Available: https://us.boschsecurity.com/en/05_news_and_extras_2/05_04_press_releases_2/2016_1/bosch_makes_video_analytics_at_the_edge_a_new_built_in_standard_in_all_their_ip_cameras/bosch_makes_video_analytics_at_the_edge_a_new_built_in_standard_in_all_their_ip_cameras

S. N. Sinha, “Pan-Tilt-Zoom (PTZ) Camera”, Computer Vision, Springer Press, 2016.

T. Marques, L. Lukic, J. Gaspar, “Observation Functions in an Information Theoretic Approach for Scheduling Pan-Tilt-Zoom Cameras in Multi-target Tracking Applications”, Second Iberian Robotics Conference on Robot, 2015.

T. Zhang, A. Chowdhery, A. V. Bahl, K. Jamieson, S. Banerjee, “The Design and Implementation of a Wireless Video Surveillance System”, International Conference on Mobile Computing and Networking, 2015.

J. Fernandez, L. Calavia, C. Baladron, J. M. Aguiar, B. Carro, A. S-Esguevillas, J. A. A-Lopez, Z. Smilansky, “An Intelligent Surveillance Platform for Large Metropolitan Areas with Dense Sensor Deployment”, Sensor, 2013.

S. Leader. (2004). “Telecommunications handbook for transportation professionals—The basics of telecommunications,” Federal Highway Administration, Washington, DC, USA, Tech. Rep. FHWA-HOP-04-034 [Online]. Available: http://ops.fhwa.dot.gov/publications/telecomm_handbook/telecomm_handbook.pdf

A. Kawamura, Y. Yoshimitsu, K. Kajitani, T. Naito, K. Fujimura, and S. Kamijo, “Smart camera network system for use in railway stations”, International Conference in Systems, Man, and Cybernetics, pp. 85–90, 2011.

10.

N. Luo, “A wireless traffic surveillance system using video analytics,” M.S. thesis, Dept. Comput. Sci. Eng., Univ. North Texas, Denton, TX, USA, 2011.

11.

IEEE 802.11 working group - http://www.ieee802.org/11/

12.

H. Wang, L. Dong, W. Wei, W-S. Zhao, K. Xu, G. Wang, “The WSN Monitoring System for Large Outdoor Advertising Boards Based on ZigBee and MEMS Sensor”, IEEE Sensors Journal, Vol. 18 (3), pp.1314-1323, 2018.CrossRef

13.

O. S. Alwan; K. P. Rao, “Dedicated real-time monitoring system for health care using ZigBee”, IEEE Healthcare Technology Letters, Vol. 4 (4), pp. 142-144, 2017.CrossRef

14.

Y. Ye, S. Ci, A. K. Katsaggelos, Y. Liu, and Y. Qian, “Wireless video surveillance: A survey,” IEEE Access, vol. 1, pp. 646–660, 2013.CrossRef

15.

Botta, W. de Donato, V. Persico, and A. Pescapé, “Integration of Cloud computing and Internet of Things: A survey,” Future Generation Computer System, vol. 56, pp. 684–700, Mar. 2016.CrossRef

16.

P. M. Mell and T. Grance, “The NIST definition of cloud computing,” Gaithersburg, MD, 2011.

17.

Amazon Web Services. - https://aws.amazon.com/

18.

IBM Bluemix. - https://www.ibm.com/cloud-computing/bluemix/

19.

Microsoft Azure. - https://azure.microsoft.com/

20.

T. Zhang, S. Liu, C. Xu, H. Lu, “Mining Semantic Context Information for Intelligent Video Surveillance of Traffic Scenes”, IEEE Transaction on Industrial Informatics, Vol. 9 (1), pp. 149-160, 2013.CrossRef

21.

T. J. Narendra Rao, G N. Girish, Mohit P. Tahiliani, Jeny Rajan, “Anomalous Event Detection Methodologies for Surveillance Application: An Insight”, Handbook of Research on Advanced Concepts in Real-Time Image and Video Processing, 2018.

22.

H-L. Eng, K-A. Toh, W-Y. Yau, J. Wang, “DEWS: A Live Visual Surveillance System for Early Drowning Detection at Pool”, IEEE Transactions on Circuits and Systems for Video Technology, Vol. 18 (2), pp. 196-210, 2008.CrossRef

23.

L. Wang and D. Sng, “Deep Learning Algorithms with Applications to Video Analytics for A Smart City: A Survey,” CoRR, pp. 1–8, Dec. 2015.

24.

Z-T. Chou, Y-H. Lin, “Energy-Efficient Scalable Video Multicasting for Overlapping Groups in a Mobile WiMAX Network”, IEEE Transactions on Vehicular Technology, Vol. 65 (8), pp.6403-6416, 2016.CrossRef

25.

Y. L. Tian, L. Brown, A. Hampapur, M. Lu, A. Senior, and C. F. Shu, “IBM smart surveillance system (S3): Event based video surveillance system with an open and extensible framework,” Mach. Vis. Appl., vol. 19, no. 5–6, pp. 315–327, 2008.CrossRef

26.

P. Liu and Z. Peng, “China’s Smart City Pilots: A Progress Report”, Computer, Vol. 47 (10), pp. 72–81, 2014.CrossRef

27.

D. Amar Flórez, “International Case Studies of Smart Cities: Medellin, Colombia,” Washington, D.C., Jun. 2016.

28.

L. Atzori, A. Iera, and G. Morabito, “The Internet of Things: A survey,” Comput. Networks, vol. 54, no. 15, pp. 2787–2805, 2010.CrossRef

29.

R. H. Weber, “Internet of things: Privacy issues revisited,” Computer Law & Security Review, vol. 31, no. 5, pp. 618–627, Oct. 2015.

30.

R. C. Staudemeyer, H. C. Pöhls, and B. W. Watson, “Security and Privacy for the Internet of Things Communication in the SmartCity,” in Designing, Developing, and Facilitating Smart Cities, Cham: Springer International Publishing, 2017, pp. 109–137.CrossRef

31.

ZoneMinder. - https://zoneminder.com/

32.

FFmpeg. - https://www.ffmpeg.org/

33.

Xeoma. - http://felenasoft.com/xeoma/en/

34.

XProtect. - https://www.milestonesys.com/solutions/platform/video-management-software/

35.

Microsft Azure. url: https://azure.microsoft.com/en-us/

36.

Azure Media Services. - https://azure.microsoft.com/en-us/services/media-services/

37.

Stratocast. - http://www.stratocast.com/

38.

Genetec Security Center. - https://www.genetec.com/solutions/all-products/security-center

39.

Axis Video Hosting System- https://www.axis.com/ca/en/products/hosted-video

40.

Vivotek Application Development Platform - https://www.vivotek.com/website/vadp-partner/

41.

Ubiquiti NanoBeam - https://www.ubnt.com/airmax/nanobeamm/

42.

Ubiquiti airMAX. - https://airmax.ubnt.com/

43.

Atoll. - http://www.forsk.com/atoll-overview

44.

V. Erceg, et al., “An empirically based path loss model for wireless channels in suburban environments,” IEEE Journal on Selected Areas in Communications, Vol. 17 (7), pp. 1205–1211, Jul. 1999.

45.

U.S. Geological Survey - https://earthexplorer.usgs.gov/

Titel: Management of Video Surveillance for Smart Cities
verfasst von: Nhat-Quang Dao
Quang Le-Dang
Robert Morawski
Anh-Tuan Dang
Tho Le-Ngoc
Verlag: Springer International Publishing
Buch: Handbook of Smart Cities
Print ISBN: 978-3-319-97270-1

Electronic ISBN: 978-3-319-97271-8

Copyright-Jahr: 2018
DOI: https://doi.org/10.1007/978-3-319-97271-8_11

Springer Professional

Abstract

Bitte loggen Sie sich ein, um Zugang zu Ihrer Lizenz zu erhalten.

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

Springer Professional "Wirtschaft+Technik"

Springer Professional "Technik"

Springer Professional "Wirtschaft"