Sparse Representation Based Fisher Discrimination Dictionary Learning for Image Classification

Extended SRC: Undersampled Face Recognition via Intraclass Variant Dictionary

(2012) Weihong Deng et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Sparse Modeling of Human Actions from Motion Imagery

(2012) Alexey Castrodad et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

TILT: Transform Invariant Low-Rank Textures

(2012) Zhengdong Zhang et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Supervised class-specific dictionary learning for sparse modeling in action recognition

(2012) Haoran Wang et al.   PATTERN RECOGNITION

Nonparametric Bayesian Dictionary Learning for Analysis of Noisy and Incomplete Images

(2011) Mingyuan Zhou et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Recognizing Human Actions by Learning and Matching Shape-Motion Prototype Trees

(2011) Zhuolin Jiang et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Toward a Practical Face Recognition System: Robust Alignment and Illumination by Sparse Representation

(2011) A. Wagner et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Learning Sparse Representations for Human Action Recognition

(2011) T. Guha et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Task-Driven Dictionary Learning

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

Dictionaries for Sparse Representation Modeling

(2010) Ron Rubinstein et al.   PROCEEDINGS OF THE IEEE

Trace Ratio Problem Revisited

(2009) Yangqing Jia et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Robust Face Recognition via Sparse Representation

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

Sparse Reconstruction by Separable Approximation

(2009) S.J. Wright et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Multi-PIE

(2009) Ralph Gross et al.   IMAGE AND VISION COMPUTING

Learning Active Basis Model for Object Detection and Recognition

(2009) Ying Nian Wu et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems

(2009) Amir Beck et al.   SIAM Journal on Imaging Sciences

Sparse Representation for Color Image Restoration

(2007) Julien Mairal et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING