Scene-specific classifier for effective and efficient team sport players detection from a single calibrated camera

@article{Parisot2017ScenespecificCF,
  title={Scene-specific classifier for effective and efficient team sport players detection from a single calibrated camera},
  author={Pascaline Parisot and Christophe De Vleeschouwer},
  journal={Computer Vision and Image Understanding},
  year={2017},
  volume={159},
  pages={74-88}
}
This paper considers the detection of players in team sport scenes observed with a still or motion-compensated camera. Background-subtracted foreground masks provide easy-to-compute primary cues to identify the vertical silhouettes of moving players in the scene. However, they are shown to be too noisy to achieve reliable detections when only a single viewpoint is available, as often desired for reduced deployment cost. To circumvent this problem, our paper investigates visual classification to… CONTINUE READING

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