Fusion of non-visual modalities into the probabilistic occupancy map framework for person localization

2011 5th ACM/IEEE International Conference on Distributed Smart Cameras, ICDSC 2011

Volumn , Issue , 2011, Pages

  Mandeljc, Rok ^a   Perš, Janez ^a   Kristan, Matej ^a   Kovačič, Stanislav ^a  

^a UNIVERSITY OF LJUBLJANA   (Slovenia)

Author keywords

[No Author keywords available]

Indexed keywords

FUSION METHODS; INDOOR ENVIRONMENT; MULTI-CAMERAS; PERSON DETECTION; SENSOR INFORMATIONS; SENSOR MODALITY; VISION BASED;

MATHEMATICAL MODELS; SENSORS;

CAMERAS;

EID: 80055111482     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDSC.2011.6042937     Document Type: Conference Paper

References (28)

1. J. Hightower and G. Borriello, "Location systems for ubiquitous computing,"Computer, vol. 34, no. 8, pp. 57-66, Aug. 2001.
2. H. Liu, H. Darabi, P. Banerjee, and J. Liu, "Survey of wireless indoor positioning techniques and systems," Systems, Man, and Cybernetics, Part C: Applications and Reviews, IEEE Transactions on, vol. 37, no. 6, pp. 1067-1080, 2007.
3. J.-S. Franco and E. Boyer, "Fusion of multi-view silhouette cues using a space occupancy grid," Computer Vision, IEEE International Conference on, vol. 2, pp. 1747-1753, 2005.
4. F. Fleuret, J. Berclaz, R. Lengagne, and P. Fua, "Multicamera people tracking with a probabilistic occupancy map," Pattern Analysis and Machine Intelligence, IEEE Transactions on, vol. 30, no. 2, pp. 267-282, 2008.
5. A. Yilmaz, O. Javed, and M. Shah, "Object tracking: A survey," ACM Comput. Surv., vol. 38, December 2006.
6. C. Santiago, A. Sousa, M. Estriga, L. Reis, and M. Lames, "Survey on team tracking techniques applied to sports," in Autonomous and Intelligent Systems (AIS), 2010 International Conference on, 2010, pp. 1-6.
7. A. Mittal and L. S. Davis, "M2tracker: A multi-view approach to segmenting and tracking people in a cluttered scene," International Journal of Computer Vision, vol. 51, pp. 189-203, 2003.
8. J. Kang, I. Cohen, and G. Medioni, "Tracking people in crowded scenes across multiple cameras," in Asian conference on computer vision, vol. 7, 2004, p. 15.
9. J. Krumm, S. Harris, B. Meyers, B. Brumitt, M. Hale, and S. Shafer, "Multi-camera multi-person tracking for easyliving," Visual Surveillance, IEEE Workshop on, vol. 0, p. 3, 2000.
10. D. Beymer, "Person counting using stereo," Human Motion, Workshop on, vol. 0, pp. 127-133, 2000.
11. D. Yang, H. González-Baños, and L. Guibas, "Counting people in crowds with a real-time network of simple image sensors," in Computer Vision, 2003. Proceedings. Ninth IEEE International Conference on, 2003, pp. 122-129 vol.1.
12. D. Delannay, N. Danhier, and C. De Vleeschouwer, "Detection and recognition of sports(wo)men from multiple views," in Distributed Smart Cameras, 2009. ICDSC 2009. Third ACM/IEEE International Conference on, 2009, pp. 1-7.
13. R. Muñoz-Salinas, R. Medina-Carnicer, F. Madrid-Cuevas, and A. Carmona-Poyato, "People detection and tracking with multiple stereo cameras using particle filters," Journal of Visual Communication and Image Representation, vol. 20, no. 5, pp. 339-350, 2009.
14. J. Berclaz, F. Fleuret, and P. Fua, "Principled detection-by- classification from multiple views," in Proceedings of the Third International Conference on Computer Vision Theory and Applications, vol. 2, January 2008, pp. 375-382.
15. A. Alahi, Y. Boursier, L. Jacques, and P. Vandergheynst, "Sport players detection and tracking with a mixed network of planar and omnidirectional cameras," in Distributed Smart Cameras, 2009. ICDSC 2009. Third ACM/IEEE International Conference on, 2009, pp. 1-8.
16. T.-Y. Lee, T.-Y. Lin, S.-H. Huang, S.-H. Lai, and S.-C. Hung, "People localization in a camera network combining background subtraction and scene-aware human detection," in Proceedings of the 17th international conference on Advances in multimedia modeling - Volume Part I, ser. MMM'11. Berlin, Heidelberg: Springer-Verlag, 2011, pp. 151-160.
17. M. Anne, J. L. Crowley, V. Devin, and G. Privat, "Localisation intrabâtiment multi-technologies: Rfid, wifi et vision," in Proceedings of the 2nd French-speaking conference on Mobility and ubiquity computing, ser. UbiMob '05. New York, NY, USA: ACM, 2005, pp. 29-35.
18. A. Cattoni, A. Dore, and C. Regazzoni, "Video-radio fusion approach for target tracking in smart spaces," in Information Fusion, 2007 10th International Conference on, 2007, pp. 1-7.
19. L. Marchesotti, R. Singh, and C. Regazzoni, "Extraction of aligned video and radio information for identity and location estimation in surveillance systems," in Proc. of the 7th International Conference on Information Fusion, 2004, pp. 316-321.
20. C. Town, "Fusion of visual and ultrasonic information for environmental modelling," in Computer Vision and Pattern Recognition Workshop, 2004. CVPRW '04. Conference on, 2004, p. 124.
21. S. Shivappa, M. Trivedi, and B. Rao, "Audiovisual information fusion in human-computer interfaces and intelligent environments: A survey,"Proceedings of the IEEE, vol. 98, no. 10, pp. 1692-1715, Oct. 2010.
22. P. Viola, M. Jones, and D. Snow, "Detecting pedestrians using patterns of motion and appearance," in Computer Vision, 2003. Proceedings. Ninth IEEE International Conference on, 2003, pp. 734-741 vol.2.
23. N. Dalal and B. Triggs, "Histograms of oriented gradients for human detection," in Computer Vision and Pattern Recognition, 2005. CVPR 2005. IEEE Computer Society Conference on, vol. 1, 2005, pp. 886-893 vol. 1.
24. "Ubisense RTLS - Ubisense," http://www.ubisense.net/en/.
25. S. Gezici, Z. Tian, G. Giannakis, H. Kobayashi, A. Molisch, H. Poor, and Z. Sahinoglu, "Localization via ultra-wideband radios: a look at positioning aspects for future sensor networks," Signal Processing Magazine, IEEE, vol. 22, no. 4, pp. 70-84, 2005. (Pubitemid 41009635)
26. J.-Y. Bouguet, "Camera Calibration Toolbox for Matlab," http://www.vision.caltech.edu/bouguetj/calib-doc/index.html.
27. L. Li, W. Huang, I. Y. H. Gu, and Q. Tian, "Foreground object detection from videos containing complex background," in Proceedings of the eleventh ACM international conference on Multimedia, ser. MULTIMEDIA '03. New York, NY, USA: ACM, 2003, pp. 2-10.
28. "POM: Probabilistic Occupancy Map," http://cvlab.epfl.ch/ software/pom/.