Ensemble Sparse Models for Image Analysis

@article{Ramamurthy2013EnsembleSM,
  title={Ensemble Sparse Models for Image Analysis},
  author={Karthikeyan Natesan Ramamurthy and Jayaraman J. Thiagarajan and Prasanna Sattigeri and Andreas Spanias},
  journal={CoRR},
  year={2013},
  volume={abs/1302.6957}
}
Sparse representations with learned dictionaries have been successful in several image analysis applications. In this paper, we propose and analyze the framework of ensemble sparse models, and demonstrate their utility in image restoration and unsupervised clustering. The proposed ensemble model approximates the data as a linear combination of… CONTINUE READING