Improved image representation and sparse representation for image classification

References

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	Year	Citations
$rm K$-SVD: An Algorithm for Designing Overcomplete Dictionaries for Sparse Representation Michal Aharon, Michael Elad, Alfred M. Bruckstein⋆ IEEE Transactions on Signal Processing EngineeringMachine LearningDictionary AtomsAtomic DecompositionRm K	2006	9.4K
The FERET evaluation methodology for face-recognition algorithms P. Jonathon Phillips, Hyeonjoon Moon, Syed A. Rizvi, IEEE Transactions on Pattern Analysis and Machine Intelligence Face DetectionFacial Recognition SystemImage AnalysisMachine VisionData Science	2000	4.7K
Parameterisation of a stochastic model for human face identification Ferdinando Samaria, Augustin Harter EngineeringMachine LearningBiometricsFace DetectionFacial Recognition System	2002	2.6K
Sparse representation or collaborative representation: Which helps face recognition? Lei Zhang, Meng Yang, Xiangchu Feng Face DetectionSparse RepresentationImage AnalysisMachine LearningData Science	2011	2K
Image super-resolution as sparse representation of raw image patches John L. Wright, Thomas S. Huang, Yi Ma Super-resolution ImagingSparse RepresentationMachine VisionImage AnalysisDeep Learning	2008	1.5K
Dictionaries for Sparse Representation Modeling Ron Rubinstein, Alfred M. Bruckstein⋆, Michael Elad Proceedings of the IEEE Sparse Representation ModelingSparse RepresentationImage AnalysisMachine LearningData Science	2010	1.3K
Label Consistent K-SVD: Learning a Discriminative Dictionary for Recognition Zhuolin Jiang, Zhe Lin, L.S. Davis IEEE Transactions on Pattern Analysis and Machine Intelligence EngineeringMachine LearningBiometricsRobust FeatureImage Analysis	2013	1.2K
Fisher Discrimination Dictionary Learning for sparse representation Meng Yang, Lei Zhang, Xiangchu Feng, Sparse RepresentationImage AnalysisMachine VisionMachine LearningData Science	2011	950
Signal Recovery From Incomplete and Inaccurate Measurements Via Regularized Orthogonal Matching Pursuit Deanna Needell, Roman Vershynin IEEE Journal of Selected Topics in Signal Processing Computational ScienceSignal RecoverySimple GreedyEngineeringSparse Representation	2010	841
Toward a Practical Face Recognition System: Robust Alignment and Illumination by Sparse Representation Andrew Wagner, J. Wright, Arvind Ganesh, IEEE Transactions on Pattern Analysis and Machine Intelligence EngineeringMachine LearningBiometricsAtomic DecompositionRobust Feature	2011	637

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