Combining efficient object localization and image classification

@article{Harzallah2009CombiningEO,
  title={Combining efficient object localization and image classification},
  author={Hedi Harzallah and Fr{\'e}d{\'e}ric Jurie and Cordelia Schmid},
  journal={2009 IEEE 12th International Conference on Computer Vision},
  year={2009},
  pages={237-244}
}
In this paper we present a combined approach for object localization and classification. Our contribution is twofold. (a) A contextual combination of localization and classification which shows that classification can improve detection and vice versa. (b) An efficient two stage sliding window object localization method that combines the efficiency of a linear classifier with the robustness of a sophisticated non-linear one. Experimental results evaluate the parameters of our two stage sliding… CONTINUE READING

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