Optimal discriminative feature and dictionary learning for image set classification

DOI10.1016/j.ins.2020.08.066zbMath1475.68308OpenAlexW3082940886MaRDI QIDQ2056296

Junchuan Yang, Jinglin Zhang, Zhiyuan Luo, Guoqing Zhang, Yu-Hui Zheng

Publication date: 2 December 2021

Published in: Information Sciences (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.ins.2020.08.066

zbMATH Keywords

dictionary learningfeature learningnonlinear learningimage set classification

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Image analysis in multivariate analysis (62H35) Learning and adaptive systems in artificial intelligence (68T05)

Related Items (2)

An efficient dictionary-based multi-view learning method ⋮ Adaptive graph guided concept factorization on Grassmann manifold

Uses Software

• PubFig

Cites Work

• Unnamed Item
• Joint dimensionality reduction and metric learning for image set classification
• Noise-robust image fusion with low-rank sparse decomposition guided by external patch prior
• The Trace Ratio Optimization Problem
• DASH-N: Joint Hierarchical Domain Adaptation and Feature Learning
• Multiple Kernel Sparse Representation based Orthogonal Discriminative Projection and Its Cost-Sensitive Extension
• Duplex Metric Learning for Image Set Classification
• Simultaneous Feature and Dictionary Learning for Image Set Based Face Recognition

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