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Physical Sciences → Computer Science → Computer Vision and Pattern Recognition

Face and Expression Recognition

This cluster of papers focuses on the application of various machine learning and dimensionality reduction techniques to the field of face recognition. It covers topics such as feature selection, support vector machines, ensemble methods, local binary patterns, non-negative matrix factorization, spectral clustering, Laplacian eigenmaps, and sparse representation in the context of face recognition.

76.2K works worldwide1.5M citations
Face RecognitionDimensionality ReductionFeature SelectionSupport Vector MachinesEnsemble MethodsLocal Binary PatternsNon-negative Matrix FactorizationSpectral ClusteringLaplacian EigenmapsSparse Representation

Journals publishing in this area

1Neurocomputing cover
Neurocomputing
ISSN 0925-23122,249 articles in this topic
253h-index
2Pattern Recognition cover
Pattern Recognition
ISSN 0031-32032,131 articles in this topic
300h-index
3IEEE Transactions on Pattern Analysis and Machine Intelligence cover
IEEE Transactions on Pattern Analysis and Machine Intelligence
ISSN 0162-8828901 articles in this topic
547h-index
4Expert Systems with Applications cover
Expert Systems with Applications
ISSN 0957-4174898 articles in this topic
341h-index
5Information Sciences cover
Information Sciences
ISSN 0020-0255821 articles in this topic
275h-index
6Neural Networks cover
Neural Networks
ISSN 0893-6080602 articles in this topic
246h-index
7IEEE Transactions on Image Processing cover
IEEE Transactions on Image Processing
ISSN 1057-7149552 articles in this topic
391h-index
8Applied Soft Computing cover
Applied Soft Computing
ISSN 1568-4946488 articles in this topic
233h-index
9IEEE Transactions on Neural Networks cover
IEEE Transactions on Neural Networks
ISSN 1045-9227438 articles in this topic
265h-index
10Neural Computation cover
Neural Computation
ISSN 0899-7667217 articles in this topic
247h-index
11
Machine Learning
ISSN 0885-6125217 articles in this topic
260h-index
12
International Journal of Computer Vision
ISSN 0920-5691139 articles in this topic
287h-index
13Journal of Paediatrics and Child Health Nursing cover
Journal of Paediatrics and Child Health Nursing
ISSN 3081-05821 articles in this topic
1h-index