A Shape Classifier by Using Image Projection and a Neural Network

@article{Hou2000ASC,
  title={A Shape Classifier by Using Image Projection and a Neural Network},
  author={T.-H. Hou and M.-D. Pern},
  journal={IJPRAI},
  year={2000},
  volume={14},
  pages={225-242}
}
In this research a computer vision-based shape recognition system which combines an image projection and the back propagation neural network is proposed. The system uses the image projection and features of the projection histogram to represent the shape, and uses the back propagation neural network to classify the shape. In this research, a fast normalization scheme is developed which is especially designed for image projection and can also find the same projection axis no matter what the… CONTINUE READING

References

Publications referenced by this paper.
Showing 1-10 of 17 references

A neural network recognition system for machine printed characters on coils,

  • T. Yanagita, T. Tanaka, A. Toshima
  • Conf. Record of the 1995 IEEE Industry Appl. Conf
  • 1995

A neural network approach to robust shape classification,

  • L. Gupta, M. D. Srinath
  • Patt. Recogn. 23,
  • 1990

Neural net selection of features for defect inspection,

  • K. Sasaki, D. Casasent, S. Natarajan
  • SPIE Vol. 1384,
  • 1990

Similar Papers

Loading similar papers…