On Integration of Features and Classifiers for Robust Vehicle Detection

  title={On Integration of Features and Classifiers for Robust Vehicle Detection},
  author={Luciano Oliveira and Urbano Nunes},
  journal={2008 11th International IEEE Conference on Intelligent Transportation Systems},
Some researches have demonstrated that a single recognition system is not usually able to deal with the diversity of environment situations in images. In this paper, with the aim of finding a robust method to compensate single classifier inability under certain circumstances, an extensive study on how to combine features and classifiers is performed. Two ways of integrating features and classifiers are proposed: concatenated vector and ensemble architecture. These two methods are composed by… CONTINUE READING


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