An Efficient Tree Classifier Ensemble-Based Approach for Pedestrian Detection

  title={An Efficient Tree Classifier Ensemble-Based Approach for Pedestrian Detection},
  author={Yanwu Xu and Xianbin Cao and Hong Qiao},
  journal={IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics)},
Classification-based pedestrian detection systems (PDSs) are currently a hot research topic in the field of intelligent transportation. A PDS detects pedestrians in real time on moving vehicles. A practical PDS demands not only high detection accuracy but also high detection speed. However, most of the existing classification-based approaches mainly seek for high detection accuracy, while the detection speed is not purposely optimized for practical application. At the same time, the performance… CONTINUE READING
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