A Pixel‐Based Framework for Data‐Driven Clothing

We propose a novel approach to learning cloth deformation as a function of body pose, recasting the graph‐like triangle mesh data structure into image‐based data in order to leverage popular and well‐developed convolutional neural networks (CNNs) in a two‐dimensional Euclidean domain. Then, a three‐...

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Bibliographic Details

Published in:	Computer graphics forum Vol. 39; no. 8; pp. 135 - 144
Main Authors:	Jin, N., Zhu, Y., Geng, Z., Fedkiw, R.
Format:	Journal Article
Language:	English
Published:	Oxford Blackwell Publishing Ltd 01.12.2020
Subjects:	Animation Artificial neural networks CCS Concepts Cloth Color imagery Computer vision representations Computing methodologies → Animation Data structures Deformation Euclidean geometry Neural networks Offsets Triangles
ISSN:	0167-7055, 1467-8659
Online Access:	Get full text
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