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 …
input to the model only consists of the information that a person can self-estimate, such as …
Human body measurement estimation with adversarial augmentation
We present a Body Measurement network (BMnet) for estimating 3D anthropomorphic
measurements of the human body shape from silhouette images. Training of BMnet is …
measurements of the human body shape from silhouette images. Training of BMnet is …
Automated anthropometric measurements from 3D point clouds of scanned bodies
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 …
and fashion, by facilitating the analysis of the human body structure. The significance of …
Using synthetic dataset for semantic segmentation of the human body in the problem of extracting anthropometric data
Background The COVID-19 pandemic highlighted the need for accurate virtual sizing in e-
commerce to reduce returns and waste. Existing methods for extracting anthropometric data …
commerce to reduce returns and waste. Existing methods for extracting anthropometric data …
Anthropometric Landmark Detection Network via Geodesic Heatmap on 3D Human Scan
MH Cha, JH Park, JS Byun, S Ahn, G Lee… - IEEE …, 2024 - ieeexplore.ieee.org
In recent years, with the commercialization of three-dimensional (3D) scanners, there is an
increasing demand for automated techniques that can extract anthropometric data …
increasing demand for automated techniques that can extract anthropometric data …
A methodology for realistic human shape reconstruction from 2D images
JP Curbelo, RJ Spiteri - Multimedia Tools and Applications, 2024 - Springer
This article presents a methodology for realistic human shape reconstruction from 2D
images. The methodology involves adapting a state-of-the-art 3D human reshaping model …
images. The methodology involves adapting a state-of-the-art 3D human reshaping model …
Leveraging Digital Perceptual Technologies for Remote Perception and Analysis of Human Biomechanical Processes: A Contactless Approach for Workload and Joint …
This study presents an innovative computer vision framework designed to analyze human
movements in industrial settings, aiming to enhance biomechanical analysis by integrating …
movements in industrial settings, aiming to enhance biomechanical analysis by integrating …
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 …
arises from the time-consuming and inefficient process of manual tape measuring of a …
ALiSNet: Accurate and Lightweight Human Segmentation Network for Fashion E-Commerce
A Seifoddini, K Vernooij, T Künzle, A Canopoli… - arXiv preprint arXiv …, 2023 - arxiv.org
Accurately estimating human body shape from photos can enable innovative applications in
fashion, from mass customization, to size and fit recommendations and virtual try-on. Body …
fashion, from mass customization, to size and fit recommendations and virtual try-on. Body …
Effect of gender, pose and camera distance on human body dimensions estimation
YG Tejeda, HA Mayer - International Conference on Image Analysis and …, 2022 - Springer
Abstract Human Body Dimensions Estimation (HBDE) is a task that an intelligent agent can
perform to attempt to determine human body information from images (2D) or point clouds or …
perform to attempt to determine human body information from images (2D) or point clouds or …