A Multiple Classifier System Approach to Affine Invariant Object Recognition

@inproceedings{Ahmadyfard2003AMC,
  title={A Multiple Classifier System Approach to Affine Invariant Object Recognition},
  author={Alireza Ahmadyfard and Josef Kittler},
  booktitle={ICVS},
  year={2003}
}
We propose an affine invariant object recognition system which is based on the principle of multiple classifier fusion. Accordingly, two recognition experts are developed and used in tandem. The first expert performs a course grouping of the object hypotheses based on an entropy criterion. This initial classification is performed using colour cues. The second expert establishes the object identity by considering only the subset of candidate models contained in the most probable coarse group… CONTINUE READING