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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Veröffentlicht in:	IEEE transactions on pattern analysis and machine intelligence 2007-06, Vol.29 (6), p.915-928
Hauptverfasser:	Guoying Zhao, Pietikainen, M.
Format:	Artikel
Sprache:	eng
Schlagworte:	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
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