Ensemble of Multiple Pedestrian Representations

@article{Nanni2008EnsembleOM,
  title={Ensemble of Multiple Pedestrian Representations},
  author={Loris Nanni and Alessandra Lumini},
  journal={IEEE Transactions on Intelligent Transportation Systems},
  year={2008},
  volume={9},
  pages={365-369}
}
In this paper, a new approach for pedestrian detection is presented. We design an ensemble of classifiers that employ different feature representation schemes of the pedestrian images: Laplacian EigenMaps, Gabor filters, and invariant local binary patterns. Each ensemble is obtained by varying the patterns used to train the classifiers and extracting from each image two feature vectors for each feature extraction method: one for the upper part of the image and one for the lower part of the… CONTINUE READING
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