Unphased Wrinkles: Estimating cloth elasticity parameters using a frequency-based loss

Understand

Generating realistic clothing for virtual applications like online retail and digital avatars is crucial but requires expert knowledge of 3D tools to generating believable simulations.

• Recently, a number of works proposed to estimate cloth material properties from specialized capture setups.
• However, these systems tend to be monolithic, complex and expensive.
• We propose a simplified method for automatically determining parameters based on easily captured real-world fabrics.