6 papers
Neuroll: Real-Time Neural Strand-Based Hair Simulation via Simulator-in-the-Loop Unrolling
Gene Wei-Chin Lin, Jessica Jia-En Lee, Yu Ju +3
Time integration has been the cornerstone of physics-based animation that enables the simulation of complex interactions between rigid and deformable objects, including the motion…
HyperBones: Realtime Bone-driven Neural Garment Simulation with Hypernetwork Conditioning
Astitva Srivastava, Hsiao-Yu Chen, Ryan Goldade +8
Recent advances in cloth simulation have led to accurate garment physics, but the methods are computationally expensive for real-time applications. In contrast, Linear Blend Skinni…
PhySkin: Physics-based Bone-driven Neural Garment Simulation
Astitva Srivastava, Hsiao-yu Chen, Ryan Goldade +7
Recent advances in digital avatar technology have enabled the generation of compelling virtual characters, but deploying these avatars on compute-constrained devices poses signific…
HairWeaver: Few-Shot Photorealistic Hair Motion Synthesis with Sim-to-Real Guided Video Diffusion
Di Chang, Ji Hou, Aljaz Bozic +8
We present HairWeaver, a diffusion-based pipeline that animates a single human image with realistic and expressive hair dynamics. While existing methods successfully control body p…
Dress Anyone : Automatic Physically-Based Garment Pattern Refitting
Hsiao-yu Chen, Egor Larionov, Ladislav Kavan +4
Well-fitted clothing is essential for both real and virtual garments to enable self-expression and accurate representation for a large variety of body types. Common practice in the…
Estimating Cloth Elasticity Parameters From Homogenized Yarn-Level Models
Joy Xiaoji Zhang, Gene Wei-Chin Lin, Lukas Bode +3
Virtual garment simulation has become increasingly important with applications in garment design and virtual try-on. However, reproducing garments faithfully remains a cumbersome p…