Joint deconvolution and unsupervised source separation for data on the sphere

Novel method for component separation of extended sources in X-ray astronomy

(2019) A. Picquenot et al.   ASTRONOMY & ASTROPHYSICS

Use of PALM for ℓ1 sparse matrix factorization: Difficulty and rationalization of a two-step approach

(2019) Christophe Kervazo et al.   DIGITAL SIGNAL PROCESSING

Joint Multichannel Deconvolution and Blind Source Separation

(2017) Ming Jiang et al.   SIAM Journal on Imaging Sciences

Sparsity and Adaptivity for the Blind Separation of Partially Correlated Sources

(2015) Jerome Bobin et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Compressive Source Separation: Theory and Methods for Hyperspectral Imaging

(2013) Mohammad Golbabaee et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

A Block Coordinate Descent Method for Regularized Multiconvex Optimization with Applications to Nonnegative Tensor Factorization and Completion

(2013) Yangyang Xu et al.   SIAM Journal on Imaging Sciences

Blind Source Separation With Compressively Sensed Linear Mixtures

(2011) Martin Kleinsteuber et al.   IEEE SIGNAL PROCESSING LETTERS

Accelerated Multiplicative Updates and Hierarchical ALS Algorithms for Nonnegative Matrix Factorization

(2011) Nicolas Gillis et al.   NEURAL COMPUTATION

Enhancing Sparsity by Reweighted ℓ 1 Minimization

(2008) Emmanuel J. Candès et al.   JOURNAL OF FOURIER ANALYSIS AND APPLICATIONS