Multi-camera track-before-detect

2009 3rd ACM/IEEE International Conference on Distributed Smart Cameras, ICDSC 2009

Volumn , Issue , 2009, Pages

  Taj, Murtaza ^a   Cavallaro, Andrea ^a  

^a QUEEN MARY UNIVERSITY OF LONDON   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

BAYESIAN METHODS; CAMERA VIEW; DETECTION VOLUME; HARD THRESHOLDING; HOMOGRAPHIC TRANSFORMATION; IMAGE SEGMENTS; INPUT DATAS; MOTION MODELS; MULTI-CAMERA TRACKING; MULTI-CAMERAS; MULTI-LEVEL; MULTITARGET; NOISY DATA; PARALLAX ERROR; PARTICLE FILTER; SENSOR NOISE; SIGNAL INTENSITIES; STATE-SPACE; TARGET STATE; TRACK BEFORE DETECT; TRACKING ALGORITHM;

BAYESIAN NETWORKS; CAMERAS; GEOMETRICAL OPTICS; SIGNAL DETECTION; SIGNAL PROCESSING; VIDEO CAMERAS;

TARGET TRACKING;

EID: 72149102118     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDSC.2009.52893405     Document Type: Conference Paper

References (21)

1. R. Radke, S. Andra, O. Al-Kofahi, and B. Roysam, "Image change detection algorithms: a systematic survey, " Image Processing, IEEE Transactions on, vol. 14, no. 3, pp. 294-307, March 2005.
2. P. Viola, M. Jones, and D. Snow, "Detecting pedestrians using patterns of motion and appearance, " in Proc. of Int. Conf. on Computer Vision Systems, Nice, FR, October 2003.
3. S. M. Khan and M. Shah, "A multiview approach to tracking people in crowded scenes using a planar homography constraint, " in Proc. of the European Conf. on Computer Vision, Graz, AT, May 2006.
4. N. D. D. Delannay and C. D. Vleeschouwer, "Detection and recognition of sports (wo)man from multiple views, " in Proc. of ACM/IEEE Int. Conf. on Distributed Smart Cameras, Como, IT, 30 August-02 September 2009.
5. M. Fallon and S. J. Godsill, "Multi target acoustic source tracking using track before detect, " in IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, New Paltz, NY, USA, October 2007.
6. I. Garvanov and C. Kabakchiev, "Sensitivity of track before detect multiradar system toward the error measurements of target parameters, " Cybernetics and Information Technologies, vol. 7, no. 2, January 2007.
7. M. G. S. Bruno and J. M. F. Moura, "Multiframe detector/tracker: optimal performance, " IEEE Trans. on Aerospace and Electronic Systems, vol. 37, no. 3, pp. 925-945, 2001.
8. M. S. Arulampalam, S. Maskell, N. Gordon, and T. Clapp, "A tutorial on particle filters for online nonlinear/non-gaussian Bayesian tracking, " IEEE Trans. on Signal Processing, vol. 50, no. 2, pp. 174-188, February 2002.
9. E. Maggio, F. Smeraldi, and A. Cavallaro, "Adaptive multifeature tracking in a particle filtering framework, " IEEE Trans. on Circuits System and Video Technology, vol. 17, no. 10, pp. 1348-1359, 2007. (Pubitemid 47525329)
10. T.-L. Liu and H.-T. Chen, "Real-time tracking using trust-region methods, " IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 26, no. 3, pp. 397-402, March 2004.
11. J. Vermaak, A. Doucet, and P. Perez, "Maintaining multimodality through mixture tracking, " in Proc. of IEEE Int. Conf. on Computer Vision, vol. 2, Nice, FR, October 2003, pp. 1110-1116.
12. K. Okuma, A. Taleghani, N. de Freitas, J. J. Little, and D. G. Lowe, "A boosted particle filter: Multitarget detection and tracking, " in European Conf. on Computer Vision, vol. 1, Prague, CZ, 2004, pp. 28-39.
13. J. Czyz, B. Ristic, and B. Macq, "A particle filter for joint detection and tracking of color objects, " Elsevier Journal of Image and Vision Computing, vol. 25, pp. 1271-1281, July 2006.
14. B. Ristic, S. Arulampalam, and N. Gordon, Beyond the Kalman Filter: Particle Filters for Tracking Applications. London, UK: Artech House, 2004.
15. D. J. Salmond and H. Birch, "A particle filter for track-before-detect, " in Proc. of the American Control Conference, Arlington, VA, USA, June 25-27 2001.
16. Y. Boers and J. Driessen, "Multitarget particle filter track before detect application, " IEE Proc.-Radar Sonar Navig., vol. 151, no. 6, pp. 1271- 1281, December 2004.
17. O. Nichtern and S. R. Rotman, "Parameter adjustment for a dynamic programming track-before-detect-based target detection algorithm, " EURASIP Journal on Advances in Signal Processing, January 2008.
18. M. Rutten, N. Gordon, and S. Maskell, "Recursive track-before-detect with target amplitude fluctuations, " IEEE Trans. on Radar, Sonar Navigation, vol. 152, no. 5, pp. 345-352, October 2005.
19. K. Punithakumar, T. Kirubarajan, and A. Sinha, "A sequential monte carlo probability hypothesis density algorithm for multitarget track-before- detect, " in Proc. of SPIE, September 2005.
20. Z. Jia, A. Balasuriya, and S. Challa, "Vision based data fusion for autonomous vehicles target tracking using interacting multiple dynamic models, " Elsevier Journal of Computer Vision and Image Understanding, vol. 109, no. 1, pp. 1-21, 2008.
21. D. Comaniciu and P. Meer, "Distribution free decomposition of multivariate data, " IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 2, no. 1, pp. 22-30, 1999.