Kernel class-wise locality preserving projection

DOI10.1016/j.ins.2007.12.001zbMath1133.68398OpenAlexW2048857329MaRDI QIDQ2476894

Jun-Bao Li, Shu-Chuan Chu, Jeng-Shyang Pan

Publication date: 12 March 2008

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

Full work available at URL: https://doi.org/10.1016/j.ins.2007.12.001

zbMATH Keywords

feature extractionkernel methodmanifold learninglocality preserving projectionclass-wise locality preserving projection

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Pattern recognition, speech recognition (68T10)

Related Items (10)

Double linear regressions for single labeled image per person face recognition ⋮ LPP solution schemes for use with face recognition ⋮ Nonlinear dimensionality reduction using a temporal coherence principle ⋮ Fuzzy regularized generalized eigenvalue classifier with a novel membership function ⋮ Kernel self-optimization learning for kernel-based feature extraction and recognition ⋮ Structural multiple empirical kernel learning ⋮ Membership-degree preserving discriminant analysis with applications to face recognition ⋮ Geometrically invariant image watermarking using polar harmonic transforms ⋮ Evolutionary combination of kernels for nonlinear feature transformation ⋮ Subspace projection: A unified framework for a class of partition-based dimension reduction techniques

Uses Software

• KPCA plus LDA
• Yale Face
• ORL face

Cites Work

• On detecting nonlinear patterns in discriminant problems
• Fuzzy integral-based perceptron for two-class pattern classification problems
• A new gesture recognition algorithm and segmentation method of Korean scripts for gesture-allowed ink editor
• Principal Curves
• Unnamed Item
• Unnamed Item
• Unnamed Item

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