LOST: Longterm Observation of Scenes (with Tracks)

Proceedings of IEEE Workshop on Applications of Computer Vision

Volumn , Issue , 2012, Pages 297-304

  Abrams, Austin ^a   Tucek, Jim ^a   Little, Joshua ^a   Jacobs, Nathan ^b   Pless, Robert ^a  

^a WASHINGTON UNIVERSITY   (United States)

^b UNIVERSITY OF KENTUCKY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ANOMALY DETECTION; DATA SETS; EFFICIENT ANALYSIS; GEOLOCATIONS; OBJECT DETECTION; SCENE ANALYSIS; STRONG CORRELATION; TIME-SCALES; TRAJECTORY CLUSTERING; TRAJECTORY DATA; WEBCAMS;

CLUSTERING ALGORITHMS; DATA PROCESSING; METADATA; SIGNALING; TRAJECTORIES;

COMPUTER VISION;

EID: 84860668751     PISSN: 21583978     EISSN: 21583986     Source Type: Conference Proceeding    
DOI: 10.1109/WACV.2012.6163032     Document Type: Conference Paper

References (24)

1. Advanced Video and Signal Based Surveillance. http://www.itl.nist.gov/ iad/mig/tests/avss/2010/.
2. M. D. Breitenstein, H. Grabner, and L. V. Gool. Hunting Nessie-real-time abnormality detection from webcams. In IEEE Int. Workshop on Visual Surveillance, 2009.
3. Columbus large image format 2007 dataset overview. https://www.sdms.afrl. af.mil/index.php?collection=clif2007.
4. B. J. Frey and D. Dueck. Clustering by passing messages between data points. Science, 315:972-976, 2007.
5. Z. Fu, W. Hu, and T. Tan. Similarity based vehicle trajectory clustering and anomaly detection. In ICIP (2), pages 602-605, 2005.
6. M. Hu, S. Ali, and M. Shah. Detecting global motion patterns in complex videos. In Proc. International Conference on Pattern Recognition, pages 1-5, 2008.
7. N. Jacobs, W. Burgin, N. Fridrich, A. Abrams, K. Miskell, B. H. Braswell, A. D. Richardson, and R. Pless. The global network of outdoor webcams: Properties and applications. In ACM International Conference on Advances in Geographic Information Systems (SIGSPATIAL GIS), Nov. 2009.
8. N. Jacobs, N. Roman, and R. Pless. Consistent temporal variations in many outdoor scenes. In Proc. IEEE Conference on Computer Vision and Pattern Recognition, June 2007.
9. N. Jacobs, S. Satkin, N. Roman, R. Speyer, and R. Pless. Geolocating static cameras. In IEEE International Conference on Computer Vision (ICCV), Oct. 2007.
10. T. Ko, S. Soatto, and D. Estrin. Categorization in natural time-varying image sequences. In Visual Interpretation and Understanding Workshop, 2009.
11. L. Kratz and K. Nishino. Anomaly detection in extremely crowded scenes using spatio-temporal motion pattern models. In Proc. IEEE Conference on Computer Vision and Pattern Recognition, pages 1446-1453, 2009.
12. J.-F. Lalonde, A. A. Efros, and S. G. Narasimhan. Webcam clip art: Appearance and illuminant transfer from time-lapse sequences. ACM Transactions on Graphics (SIGGRAPH Asia 2009), 28(5), December 2009.
13. B. Morris and M. Trivedi. A survey of vision-based trajectory learning and analysis for surveillance. Circuits and Systems for Video Technology, IEEE Transactions on, 18(8):1114-1127, 2008.
14. S. Narasimhan, C. Wang, and S. Nayar. All the Images of an Outdoor Scene. In European Conference on Computer Vision (ECCV), volume III, pages 148-162, May 2002.
15. Next Generation SIMulation Community. http://ngsim-community.org.
16. S. Oh, A. Hoogs, M. W. Turek, and R. Collins. Content-based retrieval of functional objects in video using scene context. In ECCV (1), pages 549-562, 2010.
17. Performance Evaluation of Tracking and Surveillance. http://pets2010.net/ .
18. Y. Pritch, S. Ratovitch, A. Hendel, and S. Peleg. Clustered synopsis of surveillance video. In International Conference on Advanced Video and Signal Based Surveillance (AVSS), September 2009.
19. R. Schuster, R. M̈orzinger, W. Haas, H. Grabner, and L. J. V. Gool. Real-time detection of unusual regions in image streams. In ACM Multimedia, pages 1307-1310, 2010.
20. C. Stauffer and W. E. L. Grimson. Learning patterns of activity using real-time tracking. IEEE Transactions on Pattern Analysis and Machine Intelligence, 22, August 2000.
21. K. Sunkavalli, W. Matusik, H. Pfister, and S. Rusinkiewicz. Factored time-lapse video. ACM Transactions on Graphics (Proc. SIGGRAPH), 26(3), Aug. 2007.
22. M.W. Turek, A. Hoogs, and R. Collins. Unsupervised learning of functional categories in video scenes. In ECCV (2), pages 664-677, 2010.
23. Weather underground. http://www.wunderground.com/.
24. J. Wright and R. Pless. Analysis of persistent motion patterns using the 3D structure tensor. In Proc. IEEE Workshop on Applications of Computer Vision (WACV), pages 14-19, 2005.