Region-dependent vehicle classification using PCA features

  title={Region-dependent vehicle classification using PCA features},
  author={Jon Arr{\'o}spide and Luis Salgado},
  journal={2012 19th IEEE International Conference on Image Processing},
Video-based vehicle detection is the focus of increasing interest due to its potential towards collision avoidance. In particular, vehicle verification is especially challenging due to the enormous variability of vehicles in size, color, pose, etc. In this paper, a new approach based on supervised learning using Principal Component Analysis (PCA) is proposed that addresses the main limitations of existing methods. Namely, in contrast to classical approaches which train a single classifier… CONTINUE READING
1 Citations
11 References
Similar Papers


Publications citing this paper.


Publications referenced by this paper.
Showing 1-10 of 11 references

A pea-based vehicle classification

  • C. Zh, ng, X. Chen, W. b. Chen
  • framework," in Proc. International Conference on…
  • 2006
3 Excerpts

Similar Papers

Loading similar papers…