Nothing Special   »   [go: up one dir, main page]
Skip to main content
Springer Nature Link
Log in

Reporting Road Problems in Smart Cities Using OpenIoT Framework

  • Conference paper
  • First Online:
Interoperability and Open-Source Solutions for the Internet of Things

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 9001))

Abstract

Video streaming from cameras, closed-circuit television (CCTV), smartphones and Internet-connected objects (ICO) largely contributes to big data traffic on the Internet. Video streaming provides enormous amount of useful information for delivery of efficient and effective services in smart cities. Modern cities have large networks of surveillance cameras including CCTV, street crossings and the like. In this paper we discuss the challenges of annotating and retrieving video data streams from vehicle-mounted surveillance cameras. We also propose and evaluate the CityWatcher application – an Android application for recording video streams, annotating them with location, timestamp and additional context in order to make them discoverable and available to authorized Internet of Things applications. One of such applications is based on crowdsourced alerts to city authorities about road problems, like potholes, cracks, traffic accidents. These alerts are driver-initiated and are rewarded through an incentive mechanism. OpenIoT platform is used for infrastructure and development support.

Arkady Zaslavsky is an International Adjunct Professor at ITMO University since 2012.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Log in via an institution

Subscribe and save

Springer+ Basic
$34.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or eBook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 34.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 44.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Similar content being viewed by others

Notes

  1. 1.

    https://buy.garmin.com/en-US/US/shop-by-accessories/other/garmin-dash-cam-20/prod146282.html.

  2. 2.

    http://www.prestigio.com/catalogue/DVRs/Roadrunner_300.

  3. 3.

    http://www.shopping.hp.com/en_US/home-office/-/products/Accessories/Camera_photo_video/H5R80AA?HP-f210-Car-Camcorder.

  4. 4.

    http://www.dailyroads.com/voyager.php.

  5. 5.

    https://play.google.com/store/apps/details?id=net.powerandroid.axel.

  6. 6.

    https://play.google.com/store/apps/details?id=com.at.autovideosregistrator&hl=uk.

  7. 7.

    https://play.google.com/store/apps/details?id=com.jeon.blackbox&hl=ru.

  8. 8.

    https://play.google.com/store/apps/details?id=com.pokevian.prime.

References

  1. Caragliu, A., Del Bo, C., Nijkamp, P.: Smart cities in Europe. In: Proceedings of the 3rd Central European Conference on Regional Science, Košice (2009)

    Google Scholar 

  2. Hu, M., Li, C.: Design smart city based on 3S, internet of things, grid computing and cloud computing technology. In: Wang, Y., Zhang, X. (eds.) IOT 2012. CCIS, vol. 312, pp. 466–472. Springer, Heidelberg (2012)

    Chapter  Google Scholar 

  3. Smart city. http://en.wikipedia.org/wiki/Smart_city. Accessed 18 April 2014

  4. Giffinger, R., Fertner, C., Kramar, H., Kalasek, R., Pichler-Milanovic, N., Meijers, E.: Smart cities – Ranking of European medium-sized cities. Smart Cities. Centre of Regional Science, Vienna (2007)

    Google Scholar 

  5. Intelligent transportation system. http://en.wikipedia.org/wiki/Intelligent_transportation_system. Accessed 24 April 2014

  6. Ki, Y.-K., Lee, D.-Y.: A traffic accident recording and reporting model at intersections. IEEE Trans. Intell. Transp. Syt. 8(2), 188–194 (2007)

    Article  Google Scholar 

  7. Chae, K., Kim, D., Jung, S., Choi, J., Jung, S.: Evidence Collecting System from Car Black Boxes. School of Electronic Engineering, Soongsil University Seoul, Korea

    Google Scholar 

  8. Huang, T.: Surveillance video: the biggest big data. Comput. Now 7(2) (2014). http://www.computer.org/portal/web/computingnow/archive/february2014?lf1=929719755f161316415589b16868896

  9. Schuurman, D., Baccarne, B., De Marez, L., Mechant, P.: Smart ideas for smart cities: investigating crowdsourcing for generating and selecting ideas for ICT innovation in a city context. J. Theor. Appl. Electron. Commer. Res. 7(3), 49–62 (2012)

    Article  Google Scholar 

  10. Georgakopoulos, D., Baker, M., Nodine, A.: Event-driven video aware-ness providing physical security. World Wide Web J. (WWWJ) 10(1), 85–109 (2007)

    Article  Google Scholar 

  11. Chatzimilioudis, G., Konstantinidis, A., Laoudias, C., Zeinalipour-Yazti, D.: Crowdsourcing with Smartphones. IEEE Internet Computing 16(5), 36–44 (2012)

    Article  Google Scholar 

  12. Vondrick, C., Patterson, D., Ramanan, D.: Efficiently scaling up crowd-sourced video annotation: a set of best practices for high quality, economical video labeling. Int. J. Comput. Vis. 101, 184–204 (2013). Springer Science+Business Media LLC

    Article  Google Scholar 

  13. Improve My City Webpage. http://smartcityapps.urenio.org/improve-my-city_en.html. Accessed 17 June 2014

  14. Tsampoulatidis, I., Ververidis, D., Tsarchopoulos, P.,Nikolopoulos S., Kompatsiaris I., Komninos, N.: ImproveMyCity: an open source platform for direct citizen-government communication. In: Proceedings of the 21st ACM International Conference on Multimedia, pp. 839–842. ACM, New York (2013)

    Google Scholar 

  15. Buiten Better Webpage. http://www.buitenbeter.nl/English. Accessed 17 June 2014

  16. FixMySreet Webpage. http://www.fixmystreet.com. Accessed 17 June 2014

  17. King, S., Brown, P.: Fix my street or else: using the internet to voice local public service concerns. In: Proceedings of the 1st International Conference on Theory and Practice of Electronic Governance, pp. 72–80. ACM, New York (2007)

    Google Scholar 

  18. RosYama Webpage. http://rosyama.ru. Accessed 17 June 2014

  19. RosZKH Webpage. http://roszkh.ru. Accessed 17 June 2014

  20. Medvedev, A., Zaslavsky, A., Grudinin, V., Khoruzhnikov, S.: Citywatcher: annotating and searching video data streams for smart cities applications. In: Balandin, S., Andreev, S., Koucheryavy, Y. (eds.) NEW2AN/ruSMART 2014. LNCS, vol. 8638, pp. 144–155. Springer, Heidelberg (2014)

    Chapter  Google Scholar 

  21. Amazon EC2 Webpage. http://docs.aws.amazon.com/AWSEC2/latest/UserGuide/concepts.html. Accessed 17 June 2014

  22. Perera, C., Zaslavsky, A., Christen, P., Georgakopoulos, D.: Context aware computing for internet of things: a survey. IEEE Commun. Surv. Tutorials 16(1), 414–454 (2014)

    Article  Google Scholar 

  23. Yandex Speech Kit Webpage. http://api.yandex.ru/speechkit/. Accessed 17 June 2014

  24. OpenIoT Architecture Webpage. https://github.com/OpenIotOrg/openiot/wiki/OpenIoT-Architecture. Accessed 12 April 2014

  25. OpenIoT Webpage. http://www.openiot.eu. Accessed 12 March 2014

  26. What is OpenIoT and what does it can do for you? http://academics.openiot.eu/. Accessed 24 April 2014

  27. X-GSN Webpage. https://github.com/OpenIotOrg/openiot/wiki/X-GSN-Use. Accessed 17 June 2014

  28. LSM Webpage. https://github.com/OpenIotOrg/openiot/wiki/Data-platform-(lsm). Accessed 17 June 2014

  29. Global Scheduler Webpage. https://github.com/OpenIotOrg/openiot/wiki/Global-Scheduler. Accessed 17 June 2014

  30. Buch, N., Kristl, V.S.A., Orwell, J.: A review of computer vision techniques for the analysis of urban traffic. IEEE Trans. Intell. Transp. Syst. 12(3), 920–939 (2011)

    Article  Google Scholar 

Download references

Acknowledgement

The research has been carried out with the financial support of the Ministry of Education and Science of the Russian Federation under grant agreement #14.575.21.0058.

Part of this work has been carried out in the scope of the ICT OpenIoT Project which is co-funded by the European Commission under seventh framework program, contract number FP7-ICT-2011-7-287305-OpenIoT.

Author information

Authors and Affiliations

  1. ITMO University, Kronverkskiy pr., 49, St. Petersburg, Russia

    Alexey Medvedev, Sergey Khoruzhnikov & Vladimir Grudinin

  2. CSIRO, Melbourne, Australia

    Arkady Zaslavsky

Authors
  1. Alexey Medvedev
    View author publications

    You can also search for this author in PubMed Google Scholar

  2. Arkady Zaslavsky
    View author publications

    You can also search for this author in PubMed Google Scholar

  3. Sergey Khoruzhnikov
    View author publications

    You can also search for this author in PubMed Google Scholar

  4. Vladimir Grudinin
    View author publications

    You can also search for this author in PubMed Google Scholar

Corresponding author

Correspondence to Alexey Medvedev .

Editor information

Editors and Affiliations

  1. University of Zagreb, Zagreb, Croatia

    Ivana Podnar Žarko

  2. University of Zagreb, Zagreb, Croatia

    Krešimir Pripužić

  3. National University of Ireland, Galway, Ireland

    Martin Serrano

Rights and permissions

Reprints and permissions

Copyright information

© 2015 Springer International Publishing Switzerland

About this paper

Cite this paper

Medvedev, A., Zaslavsky, A., Khoruzhnikov, S., Grudinin, V. (2015). Reporting Road Problems in Smart Cities Using OpenIoT Framework. In: Podnar Žarko, I., Pripužić, K., Serrano, M. (eds) Interoperability and Open-Source Solutions for the Internet of Things. Lecture Notes in Computer Science(), vol 9001. Springer, Cham. https://doi.org/10.1007/978-3-319-16546-2_13

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-16546-2_13

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-16545-5

  • Online ISBN: 978-3-319-16546-2

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics

Search

Navigation