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Combining random forest with multi-block local binary pattern feature selection for multiclass head pose estimation

A new head pose estimation technique based on Random Forest (RF) and texture features for facial image analysis using a monocular camera is proposed in this paper, especially about how to efficiently combine the random forest and the features. In the proposed technique a randomized tree with useful...

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Detalles Bibliográficos
Autores principales: Kang, Min-Joo, Lee, Jung-Kyung, Kang, Je-Won
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5513428/
https://www.ncbi.nlm.nih.gov/pubmed/28715442
http://dx.doi.org/10.1371/journal.pone.0180792