Probabilistic models, such as hidden Markov models or Bayesian networks, are commonly used to model biological data. Much of their popularity can be attributed to the existence of efficient and robust ...

Abstract: The leaf area index (LAI) is a biophysical variable related to atmosphere-biosphere exchange of CO 2. One way to obtain LAI value is by the Moderate Resolution Imaging Spectroradiometer ...

Abstract: This paper introduces an unrolled Expectation Maximization (EM) algorithm for sparse image reconstruction from radio interferometric measurements in the presence of a compound Gaussian ...