A Bimodal Co-sparse Analysis Model for Image Processing

Insights Into Analysis Operator Learning: From Patch-Based Sparse Models to Higher Order MRFs

(2014) Yunjin Chen et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Analysis Operator Learning and its Application to Image Reconstruction

(2013) S. Hawe et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Constrained Overcomplete Analysis Operator Learning for Cosparse Signal Modelling

(2013) Mehrdad Yaghoobi et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

The cosparse analysis model and algorithms

(2012) S. Nam et al.   APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS

RASL: Robust Alignment by Sparse and Low-Rank Decomposition for Linearly Correlated Images

(2012) Yigang Peng et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Image Transformation Based on Learning Dictionaries across Image Spaces

(2012) Kui Jia et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Analysis K-SVD: A Dictionary-Learning Algorithm for the Analysis Sparse Model

(2012) Ron Rubinstein et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Learning Sparsifying Transforms

(2012) Saiprasad Ravishankar et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Task-Driven Dictionary Learning

(2011) J. Mairal et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A Spatial-Feature-Enhanced MMI Algorithm for Multimodal Airborne Image Registration

(2010) Xiaofeng Fan et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Image Super-Resolution Via Sparse Representation

(2010) Jianchao Yang et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

A Robust Algorithm for Joint-Sparse Recovery

(2009) M.M. Hyder et al.   IEEE SIGNAL PROCESSING LETTERS

elastix: A Toolbox for Intensity-Based Medical Image Registration

(2009) S. Klein et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Reduce and Boost: Recovering Arbitrary Sets of Jointly Sparse Vectors

(2008) M. Mishali et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Enhancing Sparsity by Reweighted ℓ 1 Minimization

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