Learning to recognize people in a smart environment

@article{Yu2011LearningTR,
  title={Learning to recognize people in a smart environment},
  author={Ting Yu and Yi Yao and Dashan Gao and Peter H. Tu},
  journal={2011 8th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)},
  year={2011},
  pages={379-384}
}
In this paper, we address the problem of online learning to recognize people from visual appearances, a prerequisite step towards building a fully intelligent and context-aware smart environment. While the trajectories of tracked individuals are responsible for producing samples to the appearance signature learning process, it is highly risky to directly label these appearance samples with tracker IDs, due to possible tracker switches and temporary tracker losses. Through the exploration of… CONTINUE READING

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References

Publications referenced by this paper.
Showing 1-10 of 17 references

Constrained clustering by spectral kernel learning

2009 IEEE 12th International Conference on Computer Vision • 2009
View 2 Excerpts

Pedestrian detection: A benchmark

2009 IEEE Conference on Computer Vision and Pattern Recognition • 2009
View 1 Excerpt

Coupled Object Detection and Tracking from Static Cameras and Moving Vehicles

IEEE Transactions on Pattern Analysis and Machine Intelligence • 2008
View 1 Excerpt

Distributed data association and filtering for multiple target tracking

2008 IEEE Conference on Computer Vision and Pattern Recognition • 2008
View 2 Excerpts

A tutorial on spectral clustering

Statistics and Computing • 2007
View 2 Excerpts

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