A Modified Mean Shift Algorithm For Efficient Document Image Restoration

@inproceedings{Drira2008AMM,
  title={A Modified Mean Shift Algorithm For Efficient Document Image Restoration},
  author={Fadoua Drira and Frank Lebourgois and Hubert Emptoz},
  year={2008}
}
Previous formulations of the global Mean Shift clustering algorithm incorporate a global mode finding which requires a lot of computations making it extremely time-consuming. This paper focuses on reducing the computational cost in order to process large document images. We introduce thus a local-global Mean Shift based color image segmentation approach. It is a two-steps procedure carried out by updating and propagating cluster parameters using the mode seeking property of the global Mean… CONTINUE READING
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