The evidence framework applied to fuzzy hypersphere SVM for UWB SAR landmine detection

@article{Jin2006TheEF,
  title={The evidence framework applied to fuzzy hypersphere SVM for UWB SAR landmine detection},
  author={Tian Jin and Zhimin Zhou and Qian Song and Wenge Chang},
  journal={2006 8th international Conference on Signal Processing},
  year={2006},
  volume={3},
  pages={-}
}
The fuzzy hypersphere support vector machine (FHS-SVM) has stronger generalization capability than the hyperplane SVM (HP-SVM) in UWB SAR landmine detection. In this paper, the evidence framework is applied to optimize the hyperparameters of FHS-SVM. Firstly, the equivalence between FHS-SVM training and the level 1 Bayesian inference of the evidence… CONTINUE READING