Dynamic tracking re-adjustment: A method for automatic tracking recovery in complex visual environments

Multimedia Tools and Applications

Volumn 50, Issue 1, 2010, Pages 49-73

  Doulamis, Anastasios ^a  

^a TECHNICAL UNIVERSITY OF CRETE   (Greece)

Author keywords

Event analysis; Object detection; Tracking recovery

Indexed keywords

AUTOMATIC RECOVERY; AUTOMATIC TRACKING; COMPLEX BACKGROUND; DECISION MECHANISM; DYNAMIC TRACKING; EVENT ANALYSIS; FINITE SERIES; FUNCTIONAL COMPONENTS; ILLUMINATION CHANGES; ILLUMINATION VARIATION; INNOVATIVE ALGORITHMS; LABEL IMAGES; NON-LINEAR; NON-LINEAR MODEL; NONLINEAR FUNCTIONS; OBJECT CLASS; OBJECT DETECTION; OBJECT MODELING; OBJECT TRACKING; PARAMETRIZATIONS; PARTIAL OCCLUSIONS; PATTERN ANALYSIS; RESEARCH EFFORTS; RESEARCH ISSUES; TIME INSTANCES; TIME VARYING; TRACKING ALGORITHM; TRACKING PERFORMANCE; UNKNOWN COEFFICIENTS; VIDEO SEQUENCES; VISUAL CONTENT; VISUAL ENVIRONMENTS; VISUAL PHENOMENA;

ALGORITHMS; COMPUTER VISION; FUNCTIONS; OBJECT RECOGNITION; RECOVERY; RHENIUM COMPOUNDS; SERVOMECHANISMS; TRACKING (POSITION); VIDEO RECORDING; VISUAL COMMUNICATION;

ENHANCED RECOVERY;

EID: 77954083037     PISSN: 13807501     EISSN: 15737721     Source Type: Journal    
DOI: 10.1007/s11042-009-0368-7     Document Type: Article

References (37)

1. S Arulampalam S Maskell N Gordon T Clapp 2002 A tutorial on particle filters for on-line non-linear/non-Gaussian Bayesian tracking IEEE Trans Signal Process 50 2 174 188 10.1109/78.978374 (Pubitemid 34291500)
2. D Chen J Yang 2007 Robust object tracking via online dynamic spatial bias appearance models IEEE Trans Pattern Anal Mach Intell 29 12 2157 2169 10.1109/TPAMI.2007.1134 (Pubitemid 350124064)
3. Comanicu D, Ramesh V, Meer P (2000) Real-time tracking of non-rigid objects using mean shift. Proc Int'l Conf Computer Vision and Pattern Recognition, pp 142-149
4. G Cybenko 1989 Approximation by superpositions of a sigmoidal function Math Control, Signal Syst 2 303 314 0679.94019 10.1007/BF02551274 1015670
5. C Davatzikos J Prince R Bryan 1996 Image registration based on boundary mapping IEEE Trans Med Imag 15 1 112 115 10.1109/42.481446
6. A Doucet S Godsill C Andrieu 2000 On sequential Monte Carlo sampling methods for Bayesian filtering Stat Comput 10 3 197 208 10.1023/A:1008935410038
7. A Doulamis N Doulamis K Ntalianis S Kollias 2003 An efficient fully unsupervised video object segmentation scheme using an adaptive neural-network classifier architecture IEEE Trans Neural Netw 14 3 616 630 10.1109/TNN.2003. 810605
8. Doulamis A, Kosmopoulos D, Christogiannis C, Varvarigou D (2004) Polymnia: personalised leisure and entertainment over cross media intelligent platforms. European Workshop on Integration of Knowledge, Semantics and Digital Media Technology, London, UK, 25-26 November 2004
9. Doulamis A,van Gool L, Nixon M, Varvarigou T, Doulamis N (2008) First ACM international workshop on analysis and retrieval of events, actions and workflows in video streams. 16th ACM International Conference on Multimedia, Vancouver, Canada, October 2008
10. Doulamis A, Kosmopoulos D, Sardis E, Varvarigou T (2008) An architecture for a self configurable video supervision. ACM Workshop on Analysis and Retrieval of Events, Actions and Workflows in Video Streams, Vancouver, Canada, October 2008
11. Grimson W.E.L, Stauffer C (1999) Adaptive background mixture models for real-time tracking. Proc Int'l Conf Computer Vision and Pattern Recognition, pp 22-29
12. Heisele B, Kressel U, Ritter W (1997) Tracking non-rigid, moving objects based on color cluster flow. Proc Int'l Conf Computer Vision and Pattern Recognition, pp 253-257
13. M Isard A Blake 1998 Condensation c conditional density propagation for visual tracking Int J Comput Vis 29 1 5 28 10.1023/A:1008078328650
14. J Jeyakar R Venkatesh Babu KR Ramakrishnan 2008 Robust object tracking with background-weighted local Kernels Comput Vis Image Underst 112 296 309 10.1016/j.cviu.2008.05.005
15. P-M Jodoin M Mignotte J Konrad 2007 Statistical background subtraction using spatial cues IEEE Trans Circuits Syst Video Technol 17 12 1758 1763 10.1109/TCSVT.2007.906935 (Pubitemid 350183927)
16. M Kass A Witkin D Terzopoulos 1988 Snakes: active contour models Int J Comput Vis 1 4 321 331 10.1007/BF00133570
17. Kreyszig E (1989) Introductory functional analysis with applications. Wiley, New York
18. B Leibe K Schindler N Cornelis L Van Gool 2008 Coupled object detection and tracking from static cameras and moving vehicles IEEE Trans Pattern Anal Mach Intell 30 10 1683 1698 10.1109/TPAMI.2008.170
19. I Leichter M Lindenbaum E Rivlin 2009 Tracking by Affine Kernel transformations using color and boundary cues IEEE Trans Pattern Anal Mach Intell 31 1 164 171 10.1109/TPAMI.2008.194
20. Lucas B, Kanade T (1981) An iterative image registration technique with an application to stereo vision. Proc DARPA Image Understanding Workshop, pp 121-130
21. H Medeiros J Park A Kak 2008 Distributed object tracking using a cluster-based Kalman filter in wireless camera networks IEEE J Sel Topics Signal Process 2 4 448 463 10.1109/JSTSP.2008.2001310
22. JC Nascimento JS Marques 2006 Performance evaluation of object detection algorithms for video surveillance IEEE Trans Multimedia 8 4 761 774 10.1109/TMM.2006.876287 (Pubitemid 44144161)
23. J-M Odobez D Gatica-Perez SO Ba 2006 Embedding motion in model-based stochastic tracking IEEE Trans Image Process 15 11 3515 3531 10.1109/TIP.2006.877497 (Pubitemid 44615145)
24. C Rasmussen GD Hager 2001 Probabilistic data association methods for tracking complex visual objects IEEE Trans Pattern Anal Mach Intell 23 6 560 576 10.1109/34.927458 (Pubitemid 32585270)
25. Shahrokni A, Drummond T, Fua P (2004) Texture boundary detection for real-time tracking. Proc European Conf Computer Vision, pp 566-577
26. Shi J, Tomasi C (1994) Good features to track. Proc Int'l Conf Computer Vision and Pattern Recognition, pp 593-600
27. GJD Smith 2004 Behind the Screens: examining constructions of deviance and informal practices among CCTV control room operators in the UK Surveill Soc 2 2/3 376 395
28. Stenger B, Ramesh V, Paragios N, Coetzee F, Bouhman J (2002) Topology free hidden markov models: application to background modeling. Proc Int'l Conf Computer Vision, pp 294-301
29. Tekalp M (1995) Digital video processing. Prentice Hall PTR, ISBN 0131900757
30. D-M Tsai S-C Lai 2008 Independent component analysis-based background subtraction for indoor surveillance IEEE Trans Image Process 18 1 158 167 10.1109/TIP.2008.2007558
31. D Wang 1998 Unsupervised video segmentation based on watersheds and temporal tracking IEEE Trans Circuits Syst Video Technol 8 5 539 546 10.1109/76.718501
32. Wang P, Ji Q (2005) Multi-view face tracking with factorial and switching HMM. Seventh IEEE Workshops on Application of Computer Vision, 2005. WACV/MOTIONS 1:401-406
33. H Wang D Suter K Schindler C Shen 2007 Adaptive object tracking based on an effective appearance filter IEEE Trans Pattern Anal Mach Intell 29 9 1661 1667 10.1109/TPAMI.2007.1112 (Pubitemid 47299920)
34. Yang J, Waibel A (1996) A real-time face tracker. Proc Workshop Computer Vision, pp 142-147
35. A Yilmaz X Li B Shah 2004 Contour based object tracking with occlusion handling in video acquired using mobile cameras IEEE Trans Pattern Anal Mach Intell 26 11 1531 1536 10.1109/TPAMI.2004.96 (Pubitemid 40168029)
36. Yonemoto S, Sato M (2008) Multitarget Tracking Using Mean-shift with Particle Filter based Initialization. IEEE 12th International Conference Information Visualization, pp. 521-526
37. Y Zhong AK Jain M-P Dubuisson-Jolly 2000 Object tracking using deformable templates IEEE Trans Pattern Anal Mach Intell 22 5 544 549 10.1109/34.857008