Semi-supervised locally discriminant projection for classification and recognition

@article{Zhang2011SemisupervisedLD,
  title={Semi-supervised locally discriminant projection for classification and recognition},
  author={Shanwen Zhang and Ying-Ke Lei and Yan-Hua Wu},
  journal={Knowl.-Based Syst.},
  year={2011},
  volume={24},
  pages={341-346}
}
Semi-supervised dimensional reduction methods play an important role in pattern recognition, which are likely to be more suitable for plant leaf and palmprint classification, since labeling plant leaf and palmprint often requires expensive human labor, whereas unlabeled plant leaf and palmprint is far easier to obtain at very low cost. In this paper, we attempt to utilize the unlabeled data to aid plant leaf and palmprint classification task with the limited number of the labeled plant leaf or… CONTINUE READING

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