Counting people in crowds with a real-time network of simple image sensors

Proceedings of the IEEE International Conference on Computer Vision

Volumn 1, Issue , 2003, Pages 122-129

  Yang, Danny B ^a   González Baños, Héctor H ^b   Guibas, Leonidas J ^a  

^a Stanford University   (United States)

^b Honda R and D   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTER SIMULATION; DATA COMMUNICATION SYSTEMS; FEATURE EXTRACTION; IMAGE SEGMENTATION; IMAGE SENSORS; PATTERN MATCHING; REAL TIME SYSTEMS; VIDEO CAMERAS; WIRELESS TELECOMMUNICATION SYSTEMS;

CIVILIAN SURVEILLANCE; INDIVIDUAL DETECTION; PEOPLE COUNTING;

COMPUTER VISION;

EID: 0344120311     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/iccv.2003.1238325     Document Type: Conference Paper

References (27)

1. Q. Cai, J.K. Aggarwal, "Automatic Tracking of Human Motion in Indoor Scenes Across Multiple Synchronized Video Streams," in ICCV, pp. 356-362, 1998.
2. Xing Chen, "Designing Multi-Camera Tracking Systems for scalability and Efficient Resource Allocation," Ph.D. dissertation, Stanford University, June 2002.
3. K.M. Cheung, T. Kanade, J. Bouguet, M. Holler, "A Real Time System for Robust 3D Voxel Reconstruction of Human Motions," in CVPR, v.2, pp. 714-720, 2000.
4. R. Collins, A. Lipton, T. Kanade, "A System for Video Surveillance and Monitoring," American Nuclear Soc. 8th Int. Topical Meeting on Robotics and Remote Systems, 1999.
5. T. Darrell, G. Gordon, M. Harville, J. Woodfill, "Integrated person tracking using stereo, color, and pattern detection," in CVPR, pp. 601-609, 1998.
6. L. Doherty, B.A. Warneke, B.E. Boser, K. Pister, "Energy and Performance Considerations for Smart Dust," Int. J. of Parallel Distributed Systems, 2001.
7. H.H. Gonzalez-Banos and J.C. Latombe, "A Randomized Art-Gallery Algorithm for Sensor Placement," Proc. 17th ACM Symp. on Computational Geometry (SoCG'01), pp. 232-240, 2001.
8. 4S: A Real-Time System for Detecting and Tracking People in 2 1/2 D," in ECCV, 1998.
9. I. Haritaoglu, D. Harwood, L.S. Davis, "Hydra: Multiple People Detection and Tracking Using Silhouettes," Int. Conf. on Image Analysis and Processing, 1999.
10. J. Hill, R. Szewczyk, A. Woo, S. Hollar, D. Culler, K. Pister, "System Architecture Directions for Networked Sensors," ASPLOS, 2000.
11. T. Horprasert, D. Harwood, L.S. Davis, "A Robust Background Subtraction and Shadow Detection," in Proc. Asian Conf. on Comp. Vision, January 2000.
12. T. Huang, S. Russell, "Object identification: a Bayesian analysis with application to traffic surveillance," Artificial Intelligence, 103:1-17, 1998.
13. C. Intanagonwiwat, R. Govindan, D. Estrin, "Directed diffusion: a scalable and robust communication paradigm for sensor networks," MobiCom, 2000.
14. S. Intille, J.W. Davis, A. Bobick, "Real-Time Closed-World Tracking," in CVPR, pp. 697-703, 1997.
15. M. Isard, J. MacCormick, "BraMBLe: A Bayesian Multiple-Blob Tracker," in ICCV, v. 2, pp. 34-41, 2001.
16. V. Kettnaker, R. Zabih, "Counting People from Multiple Cameras," ICMCS, pp. 267-271, 1999.
17. J. Krumm, S. Harris, B. Meyers, B. Brumitt, M. Hale, S. Shafer, "Multi-camera Multi-person Tracking for EasyLiving," IEEE Inter. Workshop on Visual Surveillance, 2000.
18. S.H. Lim, A. El Gamal, "Integration of Image Capture and Processing - Beyond Single Chip Digital Camera," Proc. of SPIE Electronic Imaging Conf., 2001.
19. W. Matusik, C. Buehler, L. McMillan, "Polyhedral Visual Hulls for Real-Time Rendering," Eurographics Workshop on Rendering, 2001.
20. W.M. Merrill, K. Sohrabi, L. Girod, J. Elson, F. Newberg, W. Kaiser, "Open Standard Development Platforms for Distributed Sensor Networks," Proc. of SPIE, Unattended Ground Sensor Technologies and Applications IV, 2002.
21. A. Mittal, L.S. Davis, "M2Tracker: A Multi-View Approach to Segmenting and Tracking People in a Cluttered Scene Using Region-Based Stereo," in ECCV, 2002.
22. J. Orwell, P. Remagnino, G. A. Jones, "Multi-Camera Color Tracking," IEEE Workshop on Visual Surveillance, 1999.
23. G.J. Pottie, W.J. Kaiser, "Wireless integrated network sensors," CACM, v.43, no.5, pp. 51-58, 2000.
24. T. Sogo, H. Ishiguro, M. Trivedi, "Real-Time Target Localization and Tracking by N-Ocular Stereo," IEEE Workshop on Omnidirectional Vision, pp. 153-160, 2000.
25. R. Szeliski, "Rapid Octree Construction from Image Sequences," CVGIP: Image Understanding, v.58, no.1, pp. 23-32, 1993.
26. T. Wada, X. Wu, S. Tokai, T. Matsuyama, "Homography Based Parallel Volume Intersection: Toward Real-Time Volume Reconstruction using Active Cameras," IEEE Workshop on Comp. Arch. for Machine Perception, pp. 331-339, 2000.
27. T. Zhao, R. Nevatia "Stochastic Human Segmentation from a Static Camera," IEEE Workshop on Motion and Video Computing, 2002.