Dynamics-Inspired Garment Reconstruction and Synthesis for Simulation-Based Virtual Try-On
Junbang Liang
University of Maryland, College Park
3:30pm-5:00pm, May 14, 2021
Zoom Link
Documents
Full Dissertation DocumentAbstract
Table of Contents
Chapter 1: Introduction
Chapter 2: Shape-Aware Human Reconstruction Using Multi-View Images
Chapter 3: Differentiable Simulation for Material Optimization
Chapter 4: Joint Estimation of Human and Garment from Video
Chapter 5: Time-Domain Parallelization for Accelerating Cloth Simulation
Chapter 6: Dynamics-Inspired Garment Draping Prediction
Chapter 7: Conclusion
References
Supporting Publications
Shape-Aware Human Pose and Shape Reconstruction Using Multi-View Images (Chapter 2)
Junbang Liang and Ming C. Lin
ICCV 2019
[project page][paper][video]
Differentiable Cloth Simulation for Inverse Problems (Chapter 3)
Junbang Liang, Ming C. Lin and Vladlen Koltun
NeurIPS 2019
[project page][paper][video]
Fabric Material Recovery from Video Using Multi-Scale Geometric Auto-Encoder (Chapter 4)
Junbang Liang and Ming C. Lin
ECCV 2022
[project page][paper][video]
Time-Domain Parallelization for Accelerating Cloth Simulation (Chapter 5)
Junbang Liang and Ming C. Lin
Symposium on Computer Animation, 2018
[project page][paper][video]
Semi-Supervised Learning of Physics-Enforced Garment Prediction (Chapter 6)
Junbang Liang, Ming C. Lin and Javier Romero
Planned IEEE VR 2023 submission
[project page][paper][video1][video2]
Other Related Publications
Learning-based Cloth Material Recovery from Video
Shan Yang, Junbang Liang and Ming C. Lin
ICCV 2017
[project page][paper][video]
Scalable Differentiable Physics for Learning and Control
Yi-Ling Qiao, Junbang Liang, Vladlen Koltun, and Ming C. Lin
ICML 2020
[project page][paper][video]
GAN-based Garment Generation Using Sewing Pattern Images
Yu Shen, Junbang Liang, and Ming C. Lin
ECCV 2020
[project page][paper][video]
Efficient Differentiable Simulation of Articulated Bodies
Yi-Ling Qiao*, Junbang Liang*, Vladlen Koltun, and Ming C. Lin
ICML 2021
[project page][paper][video]
Differentiable Simulation of Soft Multi-Body Systems
Yi-Ling Qiao*, Junbang Liang*, Vladlen Koltun, and Ming C. Lin
NeurIPS 2021