STTR: A system for tracking all vehicles all the time at the edge of the network

DEBS 2018 - Proceedings of the 12th ACM International Conference on Distributed and Event-Based Systems

Volumn , Issue , 2018, Pages 124-135

  Xu, Zhuangdi ^a   Gupta, Harshit ^a   Ramachandran, Umakishore ^a  

^a GEORGIA INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

Fog computing; Multi target multi camera tracking; Smart camera surveillance; Trajectory management

Indexed keywords

CAMERAS; FOG; FOG COMPUTING; MONITORING; SECURITY SYSTEMS; SOFTWARE ARCHITECTURE; TRAFFIC SURVEYS; TRAJECTORIES; WINDOWS OPERATING SYSTEM;

COMMUNICATION OVERHEADS; COMPUTING INFRASTRUCTURES; INTER-NODE COMMUNICATION; MULTI-CAMERA TRACKING; NETWORK COMMUNICATIONS; REAL-LIFE APPLICATIONS; SMART CAMERAS; SPACE-TIME TRAJECTORY;

VEHICLE LOCATING SYSTEMS;

EID: 85050521905     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/3210284.3210291     Document Type: Conference Paper

References (26)

1. Mohammad A Alsmirat, Yaser Jararweh, Islam Obaidat, and Brij B Gupta. 2017. Internet of surveillance: a cloud supported large-scale wireless surveillance system. The Journal of Supercomputing 73, 3 (2017), 973-992.
2. Clemens Arth, Christian Leistner, and Horst Bischof. 2007. Object reacquisition and tracking in large-scale smart camera networks. In Distributed Smart Cameras, 2007. ICDSC'07. First ACM/IEEE International Conference on. IEEE, 156-163.
3. Flavio Bonomi, Rodolfo Milito, Jiang Zhu, and Sateesh Addepalli. 2012. Fog computing and its role in the internet of things. In Proceedings of the first edition of the MCC workshop on Mobile cloud computing. ACM, 13-16.
4. Hu Cao, Ouri Wolfson, and Goce Trajcevski. 2006. Spatio-temporal data reduction with deterministic error bounds. The VLDB Journal-The International Journal on Very Large Data Bases 15, 3 (2006), 211-228.
5. Ching-Tang Fan, Yuan-Kai Wang, and Cai-Ren Huang. 2017. Heterogeneous information fusion and visualization for a large-scale intelligent video surveillance system. IEEE Transactions on Systems, Man, and Cybernetics: Systems 47, 4 (2017), 593-604.
6. Mengran Gou, Srikrishna Karanam, Wenqian Liu, Octavia Camps, and Richard J Radke. 2017. Dukemtmc4reid: A large-scale multi-camera person re-identification dataset. In IEEE Conference on Computer Vision and Pattern Recognition Workshops.
7. Marios Hadjieleftheriou, George Kollios, Vassilis J Tsotras, and Dimitrios Gunop-ulos. 2006. Indexing spatiotemporal archives. The VLDB Journal 15, 2 (2006), 143-164.
8. Arun Hampapur, Lisa Brown, Jonathan Connell, Ahmet Ekin, Norman Haas, Max Lu, Hans Merkl, and Sharath Pankanti. 2005. Smart video surveillance: exploring the concept of multiscale spatiotemporal tracking. IEEE signal processing magazine 22, 2 (2005), 38-51.
9. Arun Hampapur, Lisa Brown, Jonathan Connell, Sharat Pankanti, Andrew Senior, and Yingli Tian. 2003. Smart surveillance: applications, technologies and implications. In Information, Communications and Signal Processing, 2003 and Fourth Pacific Rim Conference on Multimedia. Proceedings of the 2003 Joint Conference of the Fourth International Conference on, Vol. 2. IEEE, 1133-1138.
10. Paul Herman. 2009. TCPSTAT. https://frenchfries.net/paul/tcpstat/.
11. Kirak Hong, David Lillethun, Umakishore Ramachandran, Beate Ottenwälder, and Boris Koldehofe. 2013. Mobile fog: A programming model for large-scale applications on the internet of things. In Proceedings of the second ACM SIGCOMM workshop on Mobile cloud computing. ACM, 15-20.
12. Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, and Hiroshi Murase. 2017. Trajectory Ensemble: Multiple Persons Consensus Tracking across Non-overlapping Multiple Cameras over Randomly Dropped Camera Networks. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops. 56-62.
13. Daniel Krajzewicz, Jakob Erdmann, Michael Behrisch, and Laura Bieker. 2012. Recent Development and Applications of SUMO - Simulation of Urban MObility. International Journal On Advances in Systems and Measurements 5, 3&4 (December 2012), 128-138. http://elib.dlr.de/80483/
14. Ralph Lange, Frank Dürr, and Kurt Rothermel. 2008. Scalable processing of trajectory-based queries in space-partitioned moving objects databases. In Proceedings of the 16th ACM SIGSPATIAL international conference on Advances in geographic information systems. ACM, 31.
15. Ralph Lange, Frank Dürr, and Kurt Rothermel. 2011. Efficient real-time trajectory tracking. The VLDB Journal-The International Journal on Very Large Data Bases 20, 5 (2011), 671-694.
16. Xinchen Liu, Wu Liu, Huadong Ma, and Huiyuan Fu. 2016. Large-scale vehicle re-identification in urban surveillance videos. In Multimedia and Expo (ICME), 2016 IEEE International Conference on. IEEE, 1-6.
17. Nirvana Meratnia and A Rolf. 2004. Spatiotemporal compression techniques for moving point objects. In International Conference on Extending Database Technology. Springer, 765-782.
18. James C Miller, Matthew L Smith, and Michael E McCauley. 1998. CREW FATIGUE AND PERFORMANCE ON US COAST GUARD CUTTERS. Technical Report.
19. Jinfeng Ni and Chinya V Ravishankar. 2007. Indexing spatio-temporal trajectories with efficient polynomial approximations. IEEE Transactions on Knowledge and Data Engineering 19, 5 (2007), 663-678.
20. Chiao-Fe Shu, Arun Hampapur, Max Lu, Lisa Brown, Jonathan Connell, Andrew Senior, and Yingli Tian. 2005. Ibm smart surveillance system (s3): a open and extensible framework for event based surveillance. In Advanced Video and Signal Based Surveillance, 2005. AVSS 2005. IEEE Conference on. IEEE, 318-323.
21. ©OpenStreetMap contributors. [n. d.]. OpenStreetMap. https://www.openstreetmap.org/.
22. Xiaogang Wang. 2013. Intelligent multi-camera video surveillance: A review. Pattern recognition letters 34, 1 (2013), 3-19.
23. Herb Weisbaum. 2006. What's the life expectancy of my car? http://www.nbcnews.com/id/12040753/ns/business-consumer_news/t/whats-life-expectancy-my-car/.
24. Philip Wette, Martin Draxler, Arne Schwabe, Felix Wallaschek, Mohammad Has-san Zahraee, and Holger Karl. 2014. Maxinet: Distributed emulation of software-defined networks. In Networking Conference, 2014 IFIP. IEEE, 1-9.
25. SUMO wiki. 2017. SUMO vehicle types. (January 2017). http://sumo.dlr.de/wiki/Tutorials/SUMOlympics.
26. Chih-Wei Wu, Meng-Ting Zhong, Yu Tsao, Shao-Wen Yang, Yen-Kuang Chen, and Shao-Yi Chien. 2017. Track-clustering Error Evaluation for Track-based Multi-Camera Tracking System Employing Human Re-identification. In Computer Vision and Pattern Recognition Workshops (CVPRW), 2017 IEEE Conference on. IEEE, 1416-1424.