Dynamic Texture Recognition Using Local Binary Patterns with an Application to Facial Expressions

Dynamic texture (DT) is an extension of texture to the temporal domain. Description and recognition of DTs have attracted growing attention. In this paper, a novel approach for recognizing DTs is proposed and its simplifications and extensions to facial image analysis are also considered. First, the...

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Bibliographic Details
Published in:	IEEE transactions on pattern analysis and machine intelligence Vol. 29; no. 6; pp. 915 - 928
Main Authors:	Guoying Zhao, Pietikainen, M.
Format:	Journal Article
Language:	English
Published:	Los Alamitos, CA IEEE 01.06.2007 IEEE Computer Society The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Algorithms Applied sciences Artificial Intelligence Biometry - methods Computation Computer science; control theory; systems Computer Security Dynamics Exact sciences and technology Face - anatomy & histology Face - physiology Face recognition Facial Facial Expression facial image analysis Gray-scale Humans Image Enhancement - methods Image Interpretation, Computer-Assisted - methods Image motion analysis Image recognition Image texture analysis local binary pattern Mathematical models motion Motion analysis Pattern analysis Pattern recognition Pattern Recognition, Automated - methods Pattern recognition. Digital image processing. Computational geometry Recognition Reproducibility of Results Robustness Sensitivity and Specificity Signal Processing, Computer-Assisted Spatial databases Surface layer Temporal texture Texture Video Recording - methods Texture analysis Motion estimation Grey level image Image processing motion Local theory Pattern recognition facial image analysis Texture Image analysis Gray scale local binary pattern Facies Database Robustness Localization Cooccurrence analysis Pattern analysis Motion analysis Artificial intelligence Facial expression Temporal texture
ISSN:	0162-8828, 2160-9292, 1939-3539
Online Access:	Get full text
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