Image Classification Technology Based on Mining of Frequent Item Sets

@article{Nie2008ImageCT,
  title={Image Classification Technology Based on Mining of Frequent Item Sets},
  author={Qinghua Nie and Shou-yi Zhan and Jing-Xia Su},
  journal={2008 Chinese Conference on Pattern Recognition},
  year={2008},
  pages={1-5}
}
We propose a novel method to detect frequent and distinctive feature configuration on a class instance. Each neighborhood of a local feature is described by a list of nonzero indices, and generates a transaction. An efficient mining of frequent item sets algorithm is used to automatically find spatial configurations of local features occurring frequently on… CONTINUE READING