Real-time multi-target tracking at 210 megapixels/second in Wide Area Motion Imagery

2014 IEEE Winter Conference on Applications of Computer Vision, WACV 2014

Volumn , Issue , 2014, Pages 839-846

  Basharat, Arslan ^a   Turek, Matt ^a   Xu, Yiliang ^a   Atkins, Chuck ^a   Stoup, David ^a   Fieldhouse, Keith ^a   Tunison, Paul ^a   Hoogs, Anthony ^a  

^a KITWARE INC   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTERS;

ALGORITHMIC MODULE; DISTRIBUTED PROCESSING; MOVING-OBJECT DETECTION; MULTI-TARGET TRACKING; PROPOSED ARCHITECTURES; THREAD LEVEL PARALLELISM; TRACK INITIALIZATION; WIDE-AREA MOTION IMAGERIES;

COMPUTER SCIENCE;

EID: 84904599364     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WACV.2014.6836016     Document Type: Conference Paper

References (16)

1. A. Basharat, W. Turner, G. Stephens, B. Badillo, R. Lumpkin, P. Andre, and A. Perera. Tracking flow of leukocytes in blood for drug analysis. In SPIE Conference Series, volume 7871, page 20, 2011
2. D. Comaniciu and P. Meer. Mean shift: A robust approach toward feature space analysis. PAMI, IEEE Transactions on, 2002
3. N. Cuntoor, A. Basharat, A. Perera, and A. Hoogs. Track initialization in low frame rate and low resolution videos. In ICPR. IEEE, 2010
4. Ersoy, K. Palaniappan, G. Seetharaman, and R. Rao. Interactive target tracking for persistent widearea surveillance. In Proc. of SPIE Volume 8396: Geospatial Infofusion II, 2012
5. Z. Kalal, J. Matas, and K. Mikolajczyk. Pn learning: Bootstrapping binary classifiers by structural constraints. In CVPR. IEEE, 2010
6. R. Kaucic, A. Amitha Perera, G. Brooksby, J. Kaufhold, and A. Hoogs. A unified framework for tracking through occlusions and across sensor gaps. In CVPR, volume 1, pages 990-997. IEEE, 2005
7. M. Keck, L. Galup, and C. Stauffer. Real-Time tracking of low-resolution vehicles for wide-Area persistent surveillance. In WACV. IEEE, 2013
8. Air Force Research Labs. SDMS: WPAFB 2009 Dataset. https: I Iwww.sdm s.afrl.af . m ill index. php?collection=wpafb2009, 2009
9. J. Munkres. Algorithms for assignment and transportation problems. Journal of the Society for Industrial and Applied Mathematics, 1957
10. A. Perera, C. Srinivas, A. Hoogs, G. Brooksby, and W. Hu. Multi-object tracking through simultaneous long occlusions and split-merge conditions. In CVPR, volume 1. IEEE, 2006
11. T. Pollard and M. Antone. Detecting and tracking all moving objects in wide-Area aerial video. In CVPRW. IEEE,2012
12. J. Prokaj, X. Zhao, and G. Medioni. Tracking many vehicles in wide area aerial surveillance. In CVPRW. IEEE,2012
13. V. Reilly, H. Idrees, and M. Shah. Detection and tracking of large number of targets in wide area surveillance. ECCV, 2010
14. G. Van Nederveen. NATO intelligence surveillance reconnaissance tracking standard NATO STANAG 4676. In Target Tracking and Data Fusion: Algorithms and Applications, 2008 lET Seminar on, 2008
15. Y. Wu, J. Lim, and M.-H. Yang. Online object tracking: A benchmark. In CVPR, 2013
16. J. Xiao, H. Cheng, H. Sawhney, and F. Han. Vehicle detection and tracking in wide field-of-view aerial video. In CVPR. IEEE, 2010.