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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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Detaylı Bibliyografya
Yayımlandı:Sensors (Basel)
Asıl Yazarlar: Heo, DuYeong, Nam, Jae Yeal, Ko, Byoung Chul
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: MDPI 2019
Konular:
Online Erişim:https://ncbi.nlm.nih.gov/pmc/articles/PMC6427411/
https://ncbi.nlm.nih.gov/pubmed/30845772
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s19051147
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