A Binary Social Spider Optimization algorithm for unsupervised band selection in compressed hyperspectral images

@article{Shukla2018ABS,
  title={A Binary Social Spider Optimization algorithm for unsupervised band selection in compressed hyperspectral images},
  author={Urvashi Prakash Shukla and Satyasai Jagannath Nanda},
  journal={Expert Syst. Appl.},
  year={2018},
  volume={97},
  pages={336-356}
}
The presence of high spectral correlation in hyperspectral images has demanded dimensionality reduction. Selection of bands based on supervised techniques has been already developed for dimensionality reduction. In this manuscript, the selection of an optimal set of bands is formulated as an unsupervised problem. The images are initially compressed using… CONTINUE READING