TY  - CONF
AU  - Hugo Bertiche
AU  - Meysam Madadi
AU  - Sergio Escalera
A2  - ECCV
PY  - 2020//
TI  - CLOTH3D: Clothed 3D Humans
BT  - 16th European Conference on Computer Vision
N2  - This work presents CLOTH3D, the first big scale synthetic dataset of 3D clothed human sequences. CLOTH3D contains a large variability on garment type, topology, shape, size, tightness and fabric. Clothes are simulated on top of thousands of different pose sequences and body shapes, generating realistic cloth dynamics. We provide the dataset with a generative model for cloth generation. We propose a Conditional Variational Auto-Encoder (CVAE) based on graph convolutions (GCVAE) to learn garment latent spaces. This allows for realistic generation of 3D garments on top of SMPL model for any pose and shape.
L1  - http://refbase.cvc.uab.es/files/BME2020.pdf
N1  - HUPBA
ID  - Hugo Bertiche2020
ER  -