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 …

Coregistration: Simultaneous alignment and modeling of articulated 3D shape

DA Hirshberg, M Loper, E Rachlin, MJ Black - Computer Vision–ECCV …, 2012 - Springer
Abstract Three-dimensional (3D) shape models are powerful because they enable the
inference of object shape from incomplete, noisy, or ambiguous 2D or 3D data. For example …

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 …

Photo-inspired model-driven 3D object modeling

K Xu, H Zheng, H Zhang, D Cohen-Or, L Liu… - ACM Transactions on …, 2011 - dl.acm.org
We introduce an algorithm for 3D object modeling where the user draws creative inspiration
from an object captured in a single photograph. Our method leverages the rich source of …

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 …

[HTML][HTML] 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 …