Measuring the Human Body from a Single Camera, with Applications to the Clothing and Fashion Industry - 22.11
M. Montazerian and F. Fol Leymarie, "Measuring the Human Body from a Single Camera, with Applications to the Clothing and Fashion Industry", Proc. of 3DBODY.TECH 2022 - 13th Int. Conf. and Exh. on 3D Body Scanning and Processing Technologies, Lugano, Switzerland, 25-26 Oct. 2022, #11, https://doi.org/10.15221/22.11.
Title:
Measuring the Human Body from a Single Camera, with Applications to the Clothing and Fashion Industry
Authors:
Mohammad MONTAZERIAN, Frederic FOL LEYMARIE
Goldsmiths, University of London, Computing Dept., London, UK
Abstract:
Using a single RGB camera to obtain accurate body dimensions rather than measuring these manually or via sophisticated multi-camera or laser-based sensors, has a high application potential for the apparel (fashion) industry.
We present a system that estimates upper human body measurements using a set of computer vision and machine learning technologies. In a nutshell, the main steps involve: (1) using a portable camera (such as with a smartphone); (2) improving the image quality; (3) performing a calibration step; (4) extracting features of the body from the image; (5) indicating markers on the image semi-automatically; (6) producing refined final results.
We experimented with the system on a sample of participants. The results for the upper human body measurements in comparison to the main manual method of tape measurements show +-1cm average differences, which is a good enough result for a number of applications.
Full paper:
Presentation:
Details:
Proceedings: 3DBODY.TECH 2022, 25-26 Oct. 2022, Lugano, Switzerland
Paper id#: 11
DOI: 10.15221/22.11
License/Copyright notice
Proceedings: © Hometrica Consulting - Dr. Nicola D'Apuzzo, Switzerland, hometrica.ch.
Authors retain all rights to individual papers, which are licensed under a Creative Commons Attribution 4.0 International License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
The papers appearing in the proceedings reflect the author's opinions. Their inclusion in the proceedings does not necessary constitute endorsement by the editor or by the publisher.
Note: click the + on the top left of the page to open/close the menu.