Linear Regression vs. Deep Learning: A Simple Yet Effective Baseline for Human Body Measurement

We propose a linear regression model for the estimation of human body measurements. The input to the model only consists of the information that a person can self-estimate, such as height and weight. We evaluate our model against the state-of-the-art approaches for body measurement from point clouds...

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Ngā kaituhi matua:	Kristijan Bartol, David Bojanić, Tomislav Petković, Stanislav Peharec, Tomislav Pribanić
Hōputu:	Artigo
Reo:	Inglês
I whakaputaina:	MDPI AG 2022-02-01
Rangatū:	Sensors
Ngā marau:	body measurement linear regression statistical models anthropometry SMPL shape estimation
Urunga tuihono:	https://www.mdpi.com/1424-8220/22/5/1885
Ngā Tūtohu:	Tāpirihia he Tūtohu Kāore He Tūtohu, Me noho koe te mea tuatahi ki te tūtohu i tēnei pūkete!