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ClothCap: seamless 4D clothing capture and retargeting

Authors:

Gerard Pons-Moll,

Michael J. BlackAuthors Info & Claims

ACM Transactions on Graphics (TOG), Volume 36, Issue 4

Article No.: 73, Pages 1 - 15

https://doi.org/10.1145/3072959.3073711

Published: 20 July 2017 Publication History

Abstract

Designing and simulating realistic clothing is challenging. Previous methods addressing the capture of clothing from 3D scans have been limited to single garments and simple motions, lack detail, or require specialized texture patterns. Here we address the problem of capturing regular clothing on fully dressed people in motion. People typically wear multiple pieces of clothing at a time. To estimate the shape of such clothing, track it over time, and render it believably, each garment must be segmented from the others and the body. Our ClothCap approach uses a new multi-part 3D model of clothed bodies, automatically segments each piece of clothing, estimates the minimally clothed body shape and pose under the clothing, and tracks the 3D deformations of the clothing over time. We estimate the garments and their motion from 4D scans; that is, high-resolution 3D scans of the subject in motion at 60 fps. ClothCap is able to capture a clothed person in motion, extract their clothing, and retarget the clothing to new body shapes; this provides a step towards virtual try-on.

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Cited By

Chen HYao YZhang J(2025)Neural-ABC: Neural Parametric Models for Articulated Body With ClothesIEEE Transactions on Visualization and Computer Graphics10.1109/TVCG.2024.336481431:2(1478-1495)Online publication date: Feb-2025
https://doi.org/10.1109/TVCG.2024.3364814
Sun NMu XZhao K(2024)Application of 3D Printing Technology in Customized Garment ProductionApplied Mathematics and Nonlinear Sciences10.2478/amns-2024-16629:1Online publication date: 5-Jul-2024
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Index Terms

ClothCap: seamless 4D clothing capture and retargeting
1. Computing methodologies
  1. Computer graphics
    1. Animation
    2. Shape modeling
      1. Mesh models

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cover image ACM Transactions on Graphics

ACM Transactions on Graphics Volume 36, Issue 4

August 2017

2155 pages

ISSN:0730-0301

EISSN:1557-7368

DOI:10.1145/3072959

Issue’s Table of Contents

Copyright © 2017 Owner/Author.

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Published: 20 July 2017

Published in TOG Volume 36, Issue 4

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Cited By

Chen HYao YZhang J(2025)Neural-ABC: Neural Parametric Models for Articulated Body With ClothesIEEE Transactions on Visualization and Computer Graphics10.1109/TVCG.2024.336481431:2(1478-1495)Online publication date: Feb-2025
https://doi.org/10.1109/TVCG.2024.3364814
Sun NMu XZhao K(2024)Application of 3D Printing Technology in Customized Garment ProductionApplied Mathematics and Nonlinear Sciences10.2478/amns-2024-16629:1Online publication date: 5-Jul-2024
https://doi.org/10.2478/amns-2024-1662
Huang YChen S(2024)3D Communication of Animated Character Image Visualization Based on Digital Media PerspectivesApplied Mathematics and Nonlinear Sciences10.2478/amns-2024-12899:1Online publication date: 30-May-2024
https://doi.org/10.2478/amns-2024-1289
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He CLiu RE JLiu M(2024)Image-based Virtual Try-on via Channel Attention and Appearance FlowProceedings of the 2024 5th International Conference on Computing, Networks and Internet of Things10.1145/3670105.3670138(198-203)Online publication date: 24-May-2024
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