Janus - multi source event detection and collection system for effective surveillance of criminal activity

Journal of Information Processing Systems

Volumn 10, Issue 1, 2014, Pages 1-22

  Shahabi, Cyrus ^a   Kim, Seon Ho ^a   Nocera, Luciano ^a   Constantinou, Giorgos ^b   Lu, Ying ^b   Cai, Yinghao ^a   Medioni, Gérard ^c,d   Nevatia, Ramakant ^c   Banaei Kashani, Farnoush ^b  

^a UNIVERSITY OF SOUTHERN CALIFORNIA   (United States)

^b USC/lSI   (United States)

^c Institute for Robotics and Intelligent Systems (IRIS)   (United States)

^d USC Games Institute   (United States)

Author keywords

Criminal activity; Law enforcement; Multi modal Event Detection; Multi source; Safety; Security; Surveillance

Indexed keywords

ACCIDENT PREVENTION; LAW ENFORCEMENT; MEDIA STREAMING; MODAL ANALYSIS; MONITORING; SPACE SURVEILLANCE;

CRIMINAL ACTIVITIES; EVENT DETECTION; INFORMATION OVERLOADS; LAW ENFORCEMENT PERSONNEL; MULTI-SOURCES; SECURITY; SPATIO-TEMPORAL DOMAINS; TECHNOLOGICAL ADVANCES;

CRIME;

EID: 84944443389     PISSN: 1976913X     EISSN: 2092805X     Source Type: Journal    
DOI: 10.3745/JIPS.2014.10.1.001     Document Type: Article

References (26)

1. W. Zajdel, J.D. Krijnders, T. Andringa, and D.M. Gavrila, "CASSANDRA: audio-video sensor fusion for aggression detection", Proceedings of IEEE Conference on Advanced Video and Signal Based Surveillance, London, September, 2007, pp. 200-205.
2. C.G.M. Snoek and M. Worring, "Multimodal Video Indexing: A Review of the State-of-the-art", Multimedia Tools and Applications, Vol. 25, pp.5-35, 2005.
3. J. Kang, F. Lv, R. Nevatia, I. Cohen and G. Medioni, "Automatic Tracking and Labeling of Human Activities in a Video Sequence", Proceedings of the 6th IEEE International Workshop on Performance Evaluation of Tracking and Surveillance, Prague, Czech Republic, May, 2004.
4. J. Kang, I. Cohen and G. Medioni, "Persistent Objects Tracking Across Multiple Non Overlapping Cameras", IEEE Workshop on Motion and Video Computing, MOTION05. Breckenridge, Colorado, Jan 4-5, 2005.
5. L. Yaroslavsky, B. Fishbain A. Shteinman and Sh. Gepshtein, "Processing and Fusion of Thermal and Video Sequences for Terrestrial Long Range Observation Systems", Proceedings the 7th International Conference on Information Fusion, pp. 848-855, Stockholm, Sweden, June, 2004.
6. B. Fishbain, L.P. Yaroslavsky and I.A. Ideses, "Spatial, Temporal, and Inter-channel Image Data Fusion for Long-Distance Terrestrial Observation Systems", Advances in Optical Technologies, Vol. 2008, Article ID 546808, 2008.
7. M. Valera, and S.A. Velastin, "Intelligent distributed surveillance systems: a review". IEEE Proceedings of Vision, Image and Signal Processing, vol. 152, pp.192-204, April, 2005.
8. K. Toyama, R. Logan, and A. Roseway, "Geographic Location Tags on Digital Images", Proceedings of the ACM International Conference on Multimedia, pp.156-166, 2003.
9. A. Pigeau and M. Gelgon, "Building and Tracking Hierarchical Geographical & Temporal Partitions for Image Collection Management on Mobile Devices", Proceedings of the ACM International Conference on Multimedia, 2005.
10. I. Simon and S.M. Seitz. "Scene Segmentation Using the Wisdom of Crowds", Proceedings of European Conference on Computer Vision, Marseille, France, 2008.
11. Y. Li, N. Snavely, D.P. Huttenlocher, "Location Recognition using Prioritized Feature Matching", Proceedings of European Conference on Computer Vision, Crete, Greece, 2010.
12. S. Agarwal, N. Snavely, I. Simon, S.M. Seitz, and R. Szeliski, "Building Rome in a Day", Proceedings of International Conference on Computer Vision, 2009.
13. T. Zhao, R. Nevatia, B. Wu, "Segmentation and Tracking of Multiple Humans in Crowded Environments", IEEE Transactions on Pattern Analysis and Machine Intelligence, 30(7):1198-1211, July, 2008.
14. B. Wu and R. Nevatia, "Detection and Tracking of Multiple, Partially Occluded Humans by Bayesian Combination of Edgelet based Part Detectors", International Journal of Computer Vision, Vol. 75, pp.247-266, 2007.
15. G. Medioni, I. Cohen, F. Bremond, S. Hongeng, R. Nevatia, "Event detection and analysis from video streams", IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol.23, pp.873-889, 2001.
16. S.A. Ay, R. Zimmermann, and S. Kim. "Viewable Scene Modeling for Geospatial Video Search", Proceedings of the ACM International Conference on Multimedia, pp. 309-318, 2008.
17. S.A. Ay, L. Zhang, S. Kim, M. He and R. Zimmermann, "GRVS: a georeferenced video search engine", ACM Multimedia 2009.
18. S. Kim, S.A. Ay, R. Zimmermann, "Design and Implementation of Geo-Tagged Video Search Framework", Journal of Visual Communications and Image Representation Special Issue on Large Scale Image and Video Search; Challenges, Technologies, and Trends, 21(8):773-786, 2010.
19. Y. Cai, T. B. Dinh, and G. Medioni, "Towards a practical ptz face detection and tracking system", In WACV, 2013.
20. C. Huang and R. Nevatia, "High performance object detection by collaborative learning of joint ranking of granules features", In CVPR, pages 41-48, 2010.
21. B. Yang and R. Nevatia, "Online learned discriminative part-based appearance models for multihuman tracking", In ECCV, 2012.
22. C. Huang, B. Wu, R. Nevatia, "Robust Object Tracking by Hierarchical Association of Detection Responses", In ECCV, 2008.
23. Ali Khodaei, Cyrus Shahabi, and Chen Li, "Hybrid Indexing and Seamless Ranking of Spatial and Textual Features of Web Documents", 21st International Conference on Database and Expert Systems Applications (DEXA10), Bilbao, Spain , August 2010
24. Ali Khodaei, Cyrus Shahabi, and Chen Li, "SKIF-P: a point-based indexing and ranking of web documents for spatial-keyword search", Geoinformatica, Publisher: Springer Netherlands, Issn: 1384-6175, Doi: 10.1007/s10707-011-0142-7, October 2011.
25. Ali Khodaei, Cyrus Shahabi, and Amir Khodaei, "Temporal-Textual Retrieval: Time and Keyword Search in Web Documents", International Journal of Next-Generation Computing, November 2012
26. Chi Y., Wang H., Yu P. S., Muntz R. R. (2006): "Catch the Moment: Maintaining Closed Frequent Itemsets in a Data Stream Sliding Window", Knowledge and Information Systems,10(3): 265-294.