Hugo Bertiche

According to our database, Hugo Bertiche authored at least 16 papers between 2017 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Image2Garment: Simulation-ready Garment Generation from a Single Image.

Selim Emir Can, Jan Ackermann, Kiyohiro Nakayama, Ruofan Liu, Tong Wu, Yang Zheng, Hugo Bertiche, Menglei Chai, Thabo Beeler, Gordon Wetzstein

CoRR, January, 2026

2023

Towards Efficient and Realistic Animation of 3D Garments with Deep Learning.

Hugo Bertiche

PhD thesis, 2023

Blowing in the Wind: CycleNet for Human Cinemagraphs from Still Images.

Hugo Bertiche, Niloy J. Mitra, Kuldeep Kulkarni, Chun-Hao Paul Huang, Tuanfeng Y. Wang, Meysam Madadi, Sergio Escalera, Duygu Ceylan

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Neural Cloth Simulation.

Hugo Bertiche, Meysam Madadi, Sergio Escalera

ACM Trans. Graph., 2022

2021

PBNS: physically based neural simulation for unsupervised garment pose space deformation.

Hugo Bertiche, Meysam Madadi, Sergio Escalera

ACM Trans. Graph., 2021

Deep Unsupervised 3D Human Body Reconstruction from a Sparse set of Landmarks.

Meysam Madadi, Hugo Bertiche, Sergio Escalera

Int. J. Comput. Vis., 2021

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

Hugo Bertiche, Meysam Madadi, Sergio Escalera

CoRR, 2021

DeePSD: Automatic Deep Skinning And Pose Space Deformation For 3D Garment Animation.

Hugo Bertiche, Meysam Madadi, Emilio Tylson, Sergio Escalera

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Deep Parametric Surfaces for 3D Outfit Reconstruction from Single View Image.

Hugo Bertiche, Meysam Madadi, Sergio Escalera

Proceedings of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021

2020

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

Meysam Madadi, Hugo Bertiche, Sergio Escalera

Pattern Recognit., 2020

Physically Based Neural Simulator for Garment Animation.

Hugo Bertiche, Meysam Madadi, Sergio Escalera

CoRR, 2020

DeePSD: Automatic Deep Skinning And Pose Space Deformation For 3D Garment Animation.

Hugo Bertiche, Meysam Madadi, Sergio Escalera

CoRR, 2020

Learning Cloth Dynamics: 3D+Texture Garment Reconstruction Benchmark.

Meysam Madadi, Hugo Bertiche, Wafa Bouzouita, Isabelle Guyon, Sergio Escalera

Proceedings of the NeurIPS 2020 Competition and Demonstration Track, 2020

CLOTH3D: Clothed 3D Humans.

Hugo Bertiche, Meysam Madadi, Sergio Escalera

Proceedings of the Computer Vision - ECCV 2020, 2020

2018

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

Meysam Madadi, Hugo Bertiche, Sergio Escalera

CoRR, 2018

2017

Action Recognition from RGB-D Data: Comparison and Fusion of Spatio-Temporal Handcrafted Features and Deep Strategies.

Maryam Asadi-Aghbolaghi, Hugo Bertiche, Vicent Roig, Shohreh Kasaei, Sergio Escalera

Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017