3D Human Body Reconstruction from Head-Mounted Omnidirectional Camera and Light Sources

Ritsuki Hasegawa; Fumihiko Sakaue; Jun Sato

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Paper

3D Human Body Reconstruction from Head-Mounted Omnidirectional Camera and Light Sources

Topics: Image-Based Modeling and 3D Reconstruction; Mobile and Egocentric Object Detection and Recognition; Stereo Vision and Structure from Motion

In Proceedings of the 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 5 VISAPP: VISAPP, 982-989, 2023 , Lisbon, Portugal

Authors: Ritsuki Hasegawa ; Fumihiko Sakaue and Jun Sato

Affiliation: Nagoya Institute of Technology, Nagoya 466-8555, Japan

Keyword(s): Human Body, Head-Mounted Camera, Shadow, SMPL, Light Source, Omnidirectional Camera.

Abstract: In this paper, we propose a method for reconstructing a whole 3D shape of the human body from a single image taken by a head-mounted omnidirectional camera. In the image of a head-mounted camera, many parts of the human body are self-occluded, and it is very difficult to reconstruct the 3D shape of the human body including the invisible parts. The proposed method focuses on the shadows of the human body generated by the light sources in the scene and uses it to perform highly accurate 3D reconstruction of the whole human body including the hidden parts.

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Paper citation in several formats:

Hasegawa, R.; Sakaue, F. and Sato, J. (2023). 3D Human Body Reconstruction from Head-Mounted Omnidirectional Camera and Light Sources. In Proceedings of the 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2023) - Volume 5: VISAPP; ISBN 978-989-758-634-7; ISSN 2184-4321, SciTePress, pages 982-989. DOI: 10.5220/0011724600003417

@conference{visapp23,
author={Ritsuki Hasegawa. and Fumihiko Sakaue. and Jun Sato.},
title={3D Human Body Reconstruction from Head-Mounted Omnidirectional Camera and Light Sources},
booktitle={Proceedings of the 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2023) - Volume 5: VISAPP},
year={2023},
pages={982-989},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0011724600003417},
isbn={978-989-758-634-7},
issn={2184-4321},
}

TY - CONF

JO - Proceedings of the 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2023) - Volume 5: VISAPP
TI - 3D Human Body Reconstruction from Head-Mounted Omnidirectional Camera and Light Sources
SN - 978-989-758-634-7
IS - 2184-4321
AU - Hasegawa, R.
AU - Sakaue, F.
AU - Sato, J.
PY - 2023
SP - 982
EP - 989
DO - 10.5220/0011724600003417
PB - SciTePress