Hierarchical Sparse Learning with Spectral-Spatial Information for Hyperspectral Imagery Denoising

@inproceedings{Liu2016HierarchicalSL,
  title={Hierarchical Sparse Learning with Spectral-Spatial Information for Hyperspectral Imagery Denoising},
  author={Shuai Liu and Licheng Jiao and Shuyuan Yang},
  booktitle={Sensors},
  year={2016}
}
During the acquisition process hyperspectral images (HSI) are inevitably corrupted by various noises, which greatly influence their visual impression and subsequent applications. In this paper, a novel Bayesian approach integrating hierarchical sparse learning and spectral-spatial information is proposed for HSI denoising. Based on the structure… CONTINUE READING