Automatic make and model recognition from frontal images of cars

@article{Pearce2011AutomaticMA,
  title={Automatic make and model recognition from frontal images of cars},
  author={Greg Pearce and Nick Pears},
  journal={2011 8th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)},
  year={2011},
  pages={373-378}
}
We investigate a range of solutions in car ‘make and model’ recognition. Several different feature detection approaches are investigated and applied to the problem including a new approach based on Harris corner strengths. This approach recursively partitions the image into quadrants, the feature strengths in these quadrants are then summed and locally normalised in a recursive, hierarchical fashion. Two different classification approaches are investigated; a k-nearest-neighbour classifier and… CONTINUE READING
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