\({L_q}\)-Closest-Point to Affine Subspaces Using the Generalized Weiszfeld Algorithm
Automatic Line Extraction in Uncalibrated Omnidirectional Cameras with Revolution Symmetry
Predicting Important Objects for Egocentric Video Summarization
Discovering Attribute Shades of Meaning with the Crowd
Change-Based Image Cropping with Exclusion and Compositional Features
Guest Editorial: Sparse Coding
Learning Sparse FRAME Models for Natural Image Patterns
Extrinsic Methods for Coding and Dictionary Learning on Grassmann Manifolds
Structured Overcomplete Sparsifying Transform Learning with Convergence Guarantees and Applications
Efficient Dictionary Learning with Sparseness-Enforcing Projections
Toward Fast Transform Learning
Image Restoration via Simultaneous Sparse Coding: Where Structured Sparsity Meets Gaussian Scale Mixture
A Bimodal Co-sparse Analysis Model for Image Processing
Image Deblurring with Coupled Dictionary Learning
Sparse Illumination Learning and Transfer for Single-Sample Face Recognition with Image Corruption and Misalignment
Generalized Dictionaries for Multiple Instance Learning
Dictionary Learning for Fast Classification Based on Soft-thresholding
Collaborative Linear Coding for Robust Image Classification