3DBodyNet: fast reconstruction of 3D animatable human body shape from a single commodity depth camera

P Hu, ESL Ho, A Munteanu - IEEE Transactions on Multimedia, 2021 - ieeexplore.ieee.org
Knowledge about individual body shape has numerous applications in various domains
such as healthcare, fashion and personalized entertainment. Most of the depth based whole …

A non-invasive approach for total cholesterol level prediction using machine learning

N Garcia-d'Urso, P Climent-Pérez… - IEEE …, 2022 - ieeexplore.ieee.org
Artificial intelligence techniques have been increasingly applied in healthcare to help in
many areas, from assisting clinical diagnoses to preventing diseases. In this paper, a …

Accurate estimation of parametric models of the human body from 3D point clouds

NE Garcia-D'Urso, J Azorin-Lopez… - … Conference on Soft …, 2023 - Springer
We describe a method for estimating parametric 3D models of the human body from RGB-D
sensor scans. We estimate both the pose and shape of the body. Our method uses a …

Automatic estimation of anthropometric human body measurements

D Škorvánková, A Riečický, M Madaras - arxiv preprint arxiv:2112.11992, 2021 - arxiv.org
Research tasks related to human body analysis have been drawing a lot of attention in
computer vision area over the last few decades, considering its potential benefits on our day …

Research on Dynamic Simulation Technology of Urban 3D Art Landscape Based on VR‐Platform

Y Cao, Z Li - Mathematical Problems in Engineering, 2022 - Wiley Online Library
With the rise of some concepts such as “Digital Earth” and “digital city,” how to realize the
three‐dimensional reconstruction and visualization of the urban art landscape is becoming a …

Generative shape deformation with optimal transport using learned transformations

J Azorin-Lopez, M Sebban… - … Joint Conference on …, 2024 - ieeexplore.ieee.org
Shape deformation is a fundamental problem in computer graphics and computer vision,
with numerous applications in fields such as animation, medical imaging, robotics to cite a …

Automated anthropometric measurements from 3D point clouds of scanned bodies

NE Garcia-D'Urso, A Macia-Lillo, H Mora-Mora… - Image and Vision …, 2024 - Elsevier
Anthropometry plays a critical role across numerous sectors, particularly within healthcare
and fashion, by facilitating the analysis of the human body structure. The significance of …

Inception network for anthropometric body measurements estimation from structured point clouds

D Škorvánková, M Madaras - … of the 10th International Conference on …, 2022 - dl.acm.org
The need for an automatization in anthropometric body measurements estimation mainly
arises from the time-consuming and inefficient process of manual tape measuring of a …

A Template-Based Method for Automatic Anthropometric Measurements from Multiple 3D Scans

NE Garcia-D'Urso, J Azorin-Lopez… - … on Ubiquitous Computing …, 2022 - Springer
Anthropometric analysis of the human body is gaining more and more attention in the field of
computer vision due to its usefulness in fields such as nutrition, medicine, the fashion …

Predictive Modeling of Body Shape Changes in Individuals on Dietetic Treatment Using Recurrent Networks

N Garcia-D'Urso, P Ramon-Guevara… - … Computing and Ambient …, 2023 - Springer
This paper presents an approach that utilizes deep recurrent neural networks to predict body
shape changes in individuals undergoing dietetic treatment. It contributes to computational …