Improving Object Detection Performance with Genetic Programming

@article{Zhang2007ImprovingOD,
  title={Improving Object Detection Performance with Genetic Programming},
  author={Mengjie Zhang},
  journal={International Journal on Artificial Intelligence Tools},
  year={2007},
  volume={16},
  pages={849-873}
}
This paper describes three developments to improve object detection performance using genetic programming. The first investigates three feature sets, the second investigates a new fitness function, and the third introduces a two phase learning method using genetic programming. This approach is examined on three object detection problems of increasing difficulty and compared with a neural network approach. The two phase GP approach with the new fitness function and the local concentric circular… CONTINUE READING

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