A review of body measurement using 3D scanning

K Bartol, D Bojanić, T Petković, T Pribanić - Ieee Access, 2021 - ieeexplore.ieee.org
The understanding of body measurements and body shapes in and between populations is
important and has many applications in medicine, surveying, the fashion industry, fitness …

Building statistical shape spaces for 3d human modeling

L Pishchulin, S Wuhrer, T Helten, C Theobalt… - Pattern Recognition, 2017 - Elsevier
Statistical models of 3D human shape and pose learned from scan databases have
developed into valuable tools to solve a variety of vision and graphics problems …

Human shape from silhouettes using generative hks descriptors and cross-modal neural networks

E Dibra, H Jain, C Oztireli… - Proceedings of the …, 2017 - openaccess.thecvf.com
In this work, we present a novel method for capturing human body shape from a single
scaled silhouette. We combine deep correlated features capturing different 2D views, and …

Hs-nets: Estimating human body shape from silhouettes with convolutional neural networks

E Dibra, H Jain, C Öztireli, R Ziegler… - … conference on 3D …, 2016 - ieeexplore.ieee.org
We represent human body shape estimation from binary silhouettes or shaded images as a
regression problem, and describe a novel method to tackle it using CNNs. Utilizing a …

The virtual caliper: rapid creation of metrically accurate avatars from 3D measurements

S Pujades, B Mohler, A Thaler, J Tesch… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
Creating metrically accurate avatars is important for many applications such as virtual
clothing try-on, ergonomics, medicine, immersive social media, telepresence, and gaming …

Review of statistical shape spaces for 3D data with comparative analysis for human faces

A Brunton, A Salazar, T Bolkart, S Wuhrer - Computer Vision and Image …, 2014 - Elsevier
With systems for acquiring 3D surface data being evermore commonplace, it has become
important to reliably extract specific shapes from the acquired data. In the presence of noise …

Towards accurate 3D human body reconstruction from silhouettes

BM Smith, V Chari, A Agrawal… - … conference on 3d …, 2019 - ieeexplore.ieee.org
We propose a novel computer vision system for reconstructing 3D body shapes from 2D
images with the goal of producing highly accurate anthropomorphic measurements from a …

In-home application (App) for 3D virtual garment fitting dressing room

C Li, F Cohen - Multimedia Tools and Applications, 2021 - Springer
This work introduces a novel method for the creation of an in-home virtual dressing room for
garment fitting using an integrated system consisting of personalized 3D body model …

Linear regression vs. deep learning: A simple yet effective baseline for human body measurement

K Bartol, D Bojanić, T Petković, S Peharec, T Pribanić - Sensors, 2022 - mdpi.com
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 …

Shape from selfies: Human body shape estimation using cca regression forests

E Dibra, C Öztireli, R Ziegler, M Gross - … 11–14, 2016, Proceedings, Part IV …, 2016 - Springer
In this work, we revise the problem of human body shape estimation from monocular
imagery. Starting from a statistical human shape model that describes a body shape with …