A Novel Hierarchical Bayesian Approach for Sparse Semisupervised Hyperspectral Unmixing

Sparse Unmixing of Hyperspectral Data

(2011) Marian-Daniel Iordache et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Hierarchical Bayesian Sparse Image Reconstruction With Application to MRFM

(2009) N. Dobigeon et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Bayesian Compressive Sensing Using Laplace Priors

(2009) S.D. Babacan et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

A Convex Analysis-Based Minimum-Volume Enclosing Simplex Algorithm for Hyperspectral Unmixing

(2009) Tsung-Han Chan et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

On the Uniqueness of Nonnegative Sparse Solutions to Underdetermined Systems of Equations

(2008) Alfred M. Bruckstein et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

Semi-Supervised Linear Spectral Unmixing Using a Hierarchical Bayesian Model for Hyperspectral Imagery

(2008) Nicolas Dobigeon et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Bayesian Compressive Sensing

(2008) Shihao Ji et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

The Bayesian Lasso

(2008) Trevor Park et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION