Search Results for author: Hugo Bertiche

Found 8 papers, 5 papers with code

Neural Cloth Simulation

1 code implementation13 Dec 2022 Hugo Bertiche, Meysam Madadi, Sergio Escalera

Here, we propose the first methodology able to learn realistic cloth dynamics unsupervisedly, and henceforth, a general formulation for neural cloth simulation.

Neural Implicit Surfaces for Efficient and Accurate Collisions in Physically Based Simulations

1 code implementation3 Oct 2021 Hugo Bertiche, Meysam Madadi, Sergio Escalera

Nonetheless, their memory footprint also grows rapidly and their parallelization in a GPU is problematic due to their branching nature.

Deep unsupervised 3D human body reconstruction from a sparse set of landmarks

no code implementations23 Jun 2021 Meysam Madadi, Hugo Bertiche, Sergio Escalera

In this paper we propose the first deep unsupervised approach in human body reconstruction to estimate body surface from a sparse set of landmarks, so called DeepMurf.

Denoising

PBNS: Physically Based Neural Simulator for Unsupervised Garment Pose Space Deformation

1 code implementation21 Dec 2020 Hugo Bertiche, Meysam Madadi, Sergio Escalera

While deep-based approaches in the domain are becoming a trend, these are data-hungry models.

CLOTH3D: Clothed 3D Humans

1 code implementation ECCV 2020 Hugo Bertiche, Meysam Madadi, Sergio Escalera

We provide the dataset with a generative model for cloth generation.

SMPLR: Deep SMPL reverse for 3D human pose and shape recovery

no code implementations27 Dec 2018 Meysam Madadi, Hugo Bertiche, Sergio Escalera

By implementing SMPLR as an encoder-decoder we avoid the need of complex constraints on pose and shape.

Denoising

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