Addressing false alarms and localization inaccuracy in traffic sign detection and recognition ∗

@inproceedings{kusalic2011AddressingFA,
  title={Addressing false alarms and localization inaccuracy in traffic sign detection and recognition ∗},
  author={ivan. kusalic and ivan. kovacek and zoran. kalafatic},
  year={2011}
}
We present a study on applying ViolaJones detection and SVM classification for recognizing traffic signs in video. Extensive experimentation has shown that this combination suffers from high incidence of false alarms and low tolerance to localization inaccuracy of the true positive detection responses. We report on three improvements which effectively alleviate these problems. Firstly, we confirm the previous result that raw detection performance of Viola-Jones detector can be improved by… CONTINUE READING
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