A robust and real-time multi-space occupancy extraction system exploiting privacy-preserving sensors

ISCCSP 2014 - 2014 6th International Symposium on Communications, Control and Signal Processing, Proceedings

Volumn , Issue , 2014, Pages 542-545

  Krinidis, S ^a   Stavropoulos, G ^a   Ioannidis, D ^a   Tzovaras, D ^a  

^a INFORMATION TECHNOLOGIES INSTITUTE   (Greece)

Author keywords

multi camera calibration; multi space tracking; Occupancy extraction; occupancy tracking

Indexed keywords

CALIBRATION; CAMERAS; EXTRACTION;

CALIBRATION METHOD; CAMERA CALIBRATION; DETECTION ALGORITHM; ERROR PROPAGATION; EXTRACTION SYSTEMS; MULTI-CAMERA CALIBRATION; PARTIAL OCCLUSIONS; PRIVACY PRESERVING;

SIGNAL PROCESSING;

EID: 84906766191     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISCCSP.2014.6877932     Document Type: Conference Paper

References (7)

1. V. L. Erickson and A. E. Cerpa, "Occupancy based demand responce HVAC control strategy", in Proceedings of the 2nd ACM Workshop on Embedded Sensing Systems for Energy-Efficiency in Building (BuildSys'10), ACM, New York, USA, 2010, pp. 7-12.
2. F. Fleuret, J. Berclaz, R. Lengagne, and P. Fua, "Multicamera people tracking with a probabilistic occupancy map", IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 30, no. 2, pp. 267-282, February 2008.
3. M. Taj and A. Cavallaro, "Distributed and decentralized multi-camera tracking", IEEE Signal Processing Magazine, vol. 28, no. 3, pp. 46-58, May 2011.
4. V. I. Morariu and O. I. Camps, "Modeling correspondences for multi-camera tracking using nonlinear manifold learning and target dynamics", in Proceedings of the Conference on Computer Vision and Pattern Recognition (CVPR'06), 2006.
5. J. Kang, I. Cohen, and G. Medioni, "Tracking people in crowded scenes across multiple cameras", in Proceedings of Asian Conference on Computer Vision, 2004.
6. D. B. Yang, H. H. Gonzales-Banos, and L. J. Guibas, "Counting people in crowds with a real-time network of simple image sensors", in International Conference on Computer Vision, 2003, pp. 122-129.
7. D. M. W. Powers, "Evaluation: From precision, recall and f-factor to roc, informdness, markedness and correlation", Journal of Machine Learning Technologies, vol. 2, no. 1, pp. 37-73, 2011.