A bottle finish inspect method based on fuzzy support vector machines and wavelet transform

@article{Wang2005ABF,
  title={A bottle finish inspect method based on fuzzy support vector machines and wavelet transform},
  author={Yao-nan Wang and H M Liu and Feng Duan},
  journal={2005 International Conference on Machine Learning and Cybernetics},
  year={2005},
  volume={8},
  pages={4588-4592 Vol. 8}
}
Bottle finish chinks are regarded as the most critical defects of bottles adopted in food and beverage production. This paper presents a bottle finish inspecting methods. An algorithm based on probability and statistic is applied for determination of region of interest. For extracting feature, the circular law is used to carry on the scanning, and then the 1D wavelet transform is performed. The fuzzy support vector machines are used as classifiers, which synthesize the fuzzy theory and SVMs. At… CONTINUE READING

Citations

Publications citing this paper.

References

Publications referenced by this paper.
Showing 1-7 of 7 references

Machine Vision-Based Gray Relational Theory Applied to IC Marking Inspection

Bernard C. Jiang, Szu-Lang Tasi, Chien-Chih Wang
IEEE Transactions on semiconductor manufacting, • 2002
View 1 Excerpt

Computaional Intelligent Information Processing: Technology and Applications[M

Wang Yaonan
Changsha: Publishing House of Hunan University, • 1999

Similar Papers

Loading similar papers…