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CALVIS: chest, waist and pelvis circumference from 3D human body meshes as ground truth for deep learning [article]

Yansel Gonzalez Tejeda, Helmut Mayer
2020 arXiv   pre-print
In this paper we present CALVIS, a method to calculate Chest, wAist and peLVIS circumference from 3D human body meshes.  ...  We synthesize eight human body meshes and apply CALVIS to calculate chest, waist and pelvis circumference.  ...  Contributions In summary, our contributions are 1) CALVIS: a method capable of automatically outputting chest, waist and pelvis circumference from 3D body meshes. 2) A prototype deep learning framework  ... 
arXiv:2003.00834v1 fatcat:j6eq7f2r2jaoxgugeiifxesai4

A Neural Anthropometer Learning from Body Dimensions Computed on Human 3D Meshes [article]

Yansel González Tejeda, Helmut A. Mayer
2021 arXiv   pre-print
As a further specialization, Human Body Dimensions Estimation (HBDE) focuses on estimating human body measurements like shoulder width or chest circumference from images or 3D meshes usually using supervised  ...  The main obstacle in this context is the data scarcity problem, as collecting this ground truth requires expensive and difficult procedures.  ...  Height, arm span and even weight have been employed as ground truth. Chest and waist size have been considered as well [9] .  ... 
arXiv:2110.04064v1 fatcat:kwoeh2dvtzfwpdoj55xgeuqdw4