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Multi-camera multi-person tracking for EasyLiving
Abstract
While intelligent environments are often cited as a reason for doing work on visual person-tracking, really making an intelligent environment exposes many real-world problems in visual tracking that must be solved to make the technology practical. In the context of our EasyLiving project in intelligent environments, we created a practical person-tracking system that solves most of the real-world problems. It uses two sets of color stereo cameras for tracking multiple people during live demonstrations in a living room. The stereo images are used for locating people, and the color images are used for maintaining their identities. The system runs quickly enough to make the room feel responsive, and it tracks multiple people standing, walking, sitting, occluding, and entering and leaving the space.
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Cited by
Comaniciu, D., Ramesh, V., & Meer, P. (2003) · IEEE Transactions on Pattern Analysis and Machine Intelligence · doi:10.1109/tpami.2003.1195991 · Cited by 4,560
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Youssef, M., & Agrawala, A. (2005) · Proceedings of the 3rd international conference on Mobile systems, applications, and services · doi:10.1145/1067170.1067193 · Cited by 1,653
A survey of indoor positioning systems for wireless personal networks
Gu, Y., Lo, A., & Niemegeers, I. (2009) · IEEE Communications Surveys & Tutorials · doi:10.1109/surv.2009.090103 · Cited by 1,534
Sayed, A. H., Tarighat, A., & Khajehnouri, N. (2005) · IEEE Signal Processing Magazine · doi:10.1109/msp.2005.1458275 · Cited by 1,312
A review of smart homes—Present state and future challenges
Chan, M., Estève, D., Escriba, C., & Campo, E. (2008) · Computer Methods and Programs in Biomedicine · doi:10.1016/j.cmpb.2008.02.001 · Cited by 1,007
Metadata
- Authors
- Krumm, J., Harris, S., Meyers, B., Brumitt, B., Hale, M., & Shafer, S.
- Venue
- Proceedings Third IEEE International Workshop on Visual Surveillance
- Publisher
- IEEE Comput. Soc
- Published
- 2002-11-07
- Pages
- 3-10
- OpenAlex
- W2102858470
- Cited by
- 680
- References
- 0
- FWCI
- 24.73
- Type
- conference paper
- Language
- en
- Open access
- closed
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- Krumm, J., Harris, S., Meyers, B., Brumitt, B., Hale, M., & Shafer, S. (2002). Multi-camera multi-person tracking for EasyLiving. Proceedings Third IEEE International Workshop on Visual Surveillance. https://doi.org/10.1109/vs.2000.856852
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