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Estimation of Pedestrian Pose Orientation Using Soft Target Training Based on Teacher–Student Framework

Semi-supervised learning is known to achieve better generalisation than a model learned solely from labelled data. Therefore, we propose a new method for estimating a pedestrian pose orientation using a soft-target method, which is a type of semi-supervised learning method. Because a convolutional n...

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Detalles Bibliográficos
Autores principales: Heo, DuYeong, Nam, Jae Yeal, Ko, Byoung Chul
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6427411/
https://www.ncbi.nlm.nih.gov/pubmed/30845772
http://dx.doi.org/10.3390/s19051147