Online multi-person tracking based on global sparse collaborative representations

@article{FagotBouquet2015OnlineMT,
  title={Online multi-person tracking based on global sparse collaborative representations},
  author={Loic Fagot-Bouquet and Romaric Audigier and Yoann Dhome and Fr{\'e}d{\'e}ric Lerasle},
  journal={2015 IEEE International Conference on Image Processing (ICIP)},
  year={2015},
  pages={2414-2418}
}
Multi-person tracking is still a challenging problem due to recurrent occlusion, pose variation and similar appearances between people. Inspired by the success of sparse representations in single object tracking and face recognition, we propose in this paper an online tracking by detection framework based on collaborative sparse representations. We argue that collaborative representations can better differentiate people compared to target-specific models and therefore help to produce a more… CONTINUE READING

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