Sparse representation based Fisher discrimination dictionary learning for image classification

DOI10.1007/s11263-014-0722-8zbMath1328.68189OpenAlexW1982405594WikidataQ57809273 ScholiaQ57809273MaRDI QIDQ901802

Lei Zhang, Meng Yang, David Zhang, Xiang Chu Feng

Publication date: 6 January 2016

Published in: International Journal of Computer Vision (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s11263-014-0722-8

zbMATH Keywords

image classificationsparse representationdictionary learningFisher criterion

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Computing methodologies for image processing (68U10) Pattern recognition, speech recognition (68T10)

Related Items (9)

Non-linear dictionary learning with partially labeled data ⋮ An efficient dictionary-based multi-view learning method ⋮ Fast and robust face recognition via coding residual map learning based adaptive masking ⋮ Fisher-discriminative regularized latent sparse transfer model ⋮ Robust and discriminative dictionary learning for face recognition ⋮ Discriminative, competitive, and collaborative representation-based classification with \(l_2\)-norm regularizations ⋮ A weighted block dictionary learning algorithm for classification ⋮ Generalized dictionaries for multiple instance learning ⋮ Matching Component Analysis for Transfer Learning

Uses Software

• FRGC
• AR face
• Multi-PIE

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems
• On the Wiberg algorithm for matrix factorization in the presence of missing components
• Information-theoretic wavelet packet subband selection for texture classification
• Multi-frame compression: theory and design.
• TILT: transform invariant low-rank textures
• Nonparametric sparsity and regularization
• Morphological Component Analysis: An Adaptive Thresholding Strategy
• A generalized Foley–Sammon transform based on generalized fisher discriminant criterion and its application to face recognition
• Sparse Reconstruction by Separable Approximation
• $rm K$-SVD: An Algorithm for Designing Overcomplete Dictionaries for Sparse Representation
• Regularization and Variable Selection Via the Elastic Net
• An Algorithm for the Machine Calculation of Complex Fourier Series
• Nonparametric Bayesian Dictionary Learning for Analysis of Noisy and Incomplete Images
• Visual Classification With Multitask Joint Sparse Representation
• Regularized Robust Coding for Face Recognition
• Modeling the shape of the scene: A holistic representation of the spatial envelope

This page was built for publication: Sparse representation based Fisher discrimination dictionary learning for image classification