Hierarchical classification and feature reduction for fast face detection with support vector machines.

DOI10.1016/S0031-3203(03)00062-1zbMath1045.68116OpenAlexW2160794449MaRDI QIDQ1400489

Sam Prentice, Thomas Serre, Tomaso Poggio, Bernd Heisele

Publication date: 13 August 2003

Published in: Pattern Recognition (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/s0031-3203(03)00062-1

zbMATH Keywords

Support vector machinesObject detectionFace detectionFeature reductionHierarchical classification

Mathematics Subject Classification ID

Pattern recognition, speech recognition (68T10)

Related Items (4)

An improved incremental training algorithm for support vector machines using active query ⋮ A data mining approach to face detection ⋮ A multi-expert approach for robust face detection ⋮ A novel cascade ensemble classifier system with a high recognition performance on handwritten digits

Cites Work

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• Selection of relevant features and examples in machine learning
• Wrappers for feature subset selection

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