Hyperspectral data classification via sparse representation in homotopy

@article{Haq2010HyperspectralDC,
  title={Hyperspectral data classification via sparse representation in homotopy},
  author={Qazi Sami ul Haq and Lixin Shi and Linmi Tao and Shiqiang Yang},
  journal={The 2nd International Conference on Information Science and Engineering},
  year={2010},
  pages={3748-3752}
}
Sparse representation has significant success in many fields such as signal compression and reconstruction but to the best of our knowledge, no sparse-based classification solution has been proposed in the field of remote sensing. One of the reasons is that the general optimizers are extremely slow, time consuming and needs intensive processing for l1… CONTINUE READING