Probabilistic neural network with homogeneity testing in recognition of discrete patterns set

DOI10.1016/j.neunet.2013.06.003zbMath1296.68160OpenAlexW1989570860WikidataQ45048732 ScholiaQ45048732MaRDI QIDQ461159

Andrey V. Savchenko

Publication date: 10 October 2014

Published in: Neural Networks (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.neunet.2013.06.003

zbMATH Keywords

face recognitionstatistical pattern recognitionprobabilistic neural networkauthorship attributiondiscrete patterns sethomogeneity testing

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Learning and adaptive systems in artificial intelligence (68T05) Pattern recognition, speech recognition (68T10)

Related Items (3)

Statistical testing of segment homogeneity in classification of piecewise-regular objects ⋮ The maximal likelihood enumeration method for the problem of classifying piecewise regular objects ⋮ Maximum-likelihood approximate nearest neighbor method in real-time image recognition

Uses Software

• JAFFE
• LIBSVM
• FERET
• SIFT

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Nonparametric curve estimation. Methods, theory, and applications
• Using literal and grammatical statistics for authorship attribution
• A distribution-free theory of nonparametric regression
• New soft computing techniques for system modelling, pattern classification and image processing.
• Support-vector networks
• Iterative principles of recognition in probabilistic neural networks
• Face recognition from a single image per person: a survey
• Theoretical foundations of the potential function method in pattern recognition learning
• Pattern Recognition Without Feature Extraction Using Probabilistic Neural Network
• A Brief Survey of Bandwidth Selection for Density Estimation
• Introduction to Information Retrieval
• Asymptotically optimal pattern recognition procedures with density estimates (Corresp.)
• 10.1162/153244302760200687
• Enhanced Local Texture Feature Sets for Face Recognition Under Difficult Lighting Conditions
• Nearest neighbor pattern classification
• Asymptotically optimal discriminant functions for pattern classification
• On Estimation of a Probability Density Function and Mode

This page was built for publication: Probabilistic neural network with homogeneity testing in recognition of discrete patterns set