Quaternion block sparse representation for signal recovery and classification

Robust Sparse Recovery in Impulsive Noise via Continuous Mixed Norm

(2018) Amirhossein Javaheri et al.   IEEE SIGNAL PROCESSING LETTERS

Alternative to Extended Block Sparse Bayesian Learning and Its Relation to Pattern-Coupled Sparse Bayesian Learning

(2018) Lu Wang et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Robust sparse recovery via weakly convex optimization in impulsive noise

(2018) Qi Liu et al.   SIGNAL PROCESSING

Block-sparsity recovery via recurrent neural network

(2018) Chengcheng Lyu et al.   SIGNAL PROCESSING

Robust Sparse Recovery in Impulsive Noise via $\ell _p$ -$\ell _1$ Optimization

(2017) Fei Wen et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Bayesian Hypothesis Testing for Block Sparse Signal Recovery

(2016) Mehdi Korki et al.   IEEE COMMUNICATIONS LETTERS

Quaternion Collaborative and Sparse Representation With Application to Color Face Recognition

(2016) Cuiming Zou et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Iterative Bayesian Reconstruction of Non-IID Block-Sparse Signals

(2016) Mehdi Korki et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Vector Sparse Representation of Color Image Using Quaternion Matrix Analysis

(2015) Yi Xu et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Color Sparse Representations for Image Processing: Review, Models, and Prospects

(2015) Quentin Barthelemy et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Recovery of block sparse signals by a block version of StOMP

(2015) B.X. Huang et al.   SIGNAL PROCESSING

Quaternion-valued robust adaptive beamformer for electromagnetic vector-sensor arrays with worst-case constraint

(2014) Xirui Zhang et al.   SIGNAL PROCESSING

Block-sparse recovery via redundant block OMP

(2013) Yuli Fu et al.   SIGNAL PROCESSING

Sparse Solution of Underdetermined Systems of Linear Equations by Stagewise Orthogonal Matching Pursuit

(2012) David L. Donoho et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

Block-Sparse Recovery via Convex Optimization

(2012) Ehsan Elhamifar et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Quaternion Structural Similarity: A New Quality Index for Color Images

(2011) Amir Kolaman et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

The benefit of group sparsity

(2010) Junzhou Huang et al.   ANNALS OF STATISTICS

Linear Regression for Face Recognition

(2010) Imran Naseem et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Block-Sparse Signals: Uncertainty Relations and Efficient Recovery

(2010) Yonina C. Eldar et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

A Quaternion Framework for Color Image Smoothing and Segmentation

(2010) Özlem N. Subakan et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Block orthogonal greedy algorithm for stable recovery of block-sparse signal representations

(2010) Xiaolei Lv et al.   SIGNAL PROCESSING

Robust Recovery of Signals From a Structured Union of Subspaces

(2009) Yonina C. Eldar et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

Robust Face Recognition via Sparse Representation

(2009) J. Wright et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

On the Reconstruction of Block-Sparse Signals With an Optimal Number of Measurements

(2009) M. Stojnic et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Blind Multiband Signal Reconstruction: Compressed Sensing for Analog Signals

(2009) M. Mishali et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

SCface – surveillance cameras face database

(2009) Mislav Grgic et al.   MULTIMEDIA TOOLS AND APPLICATIONS

CoSaMP: Iterative signal recovery from incomplete and inaccurate samples

(2008) D. Needell et al.   APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS

Recovering Sparse Signals Using Sparse Measurement Matrices in Compressed DNA Microarrays

(2008) Farzad Parvaresh et al.   IEEE Journal of Selected Topics in Signal Processing