Digital Salon: An AI and Physics-Driven Tool for 3D Hair Grooming and Simulation

TL;DR

Digital Salon is an innovative AI and physics-based system that enables real-time, interactive 3D hair modeling and simulation through natural language, significantly simplifying the creative process for users of all skill levels.

Contribution

It introduces a holistic, interactive workflow for 3D hair creation that integrates text-guided retrieval, simulation, refinement, and image generation, reducing technical barriers.

Findings

Outperforms traditional workflows in rapid prototyping

Supports real-time, natural language-based hair editing

Potential for deployment in real salon environments

Abstract

We introduce Digital Salon, a comprehensive hair authoring system that supports real-time 3D hair generation, simulation, and rendering. Unlike existing methods that focus on isolated parts of 3D hair modeling and involve a heavy computation process or network training, Digital Salon offers a holistic and interactive system that lowers the technical barriers of 3D hair modeling through natural language-based interaction. The system guides users through four key stages: text-guided hair retrieval, real-time hair simulation, interactive hair refinement, and hair-conditioned image generation. This cohesive workflow makes advanced hair design accessible to users of varying skill levels and dramatically streamlines the creative process in digital media with an intuitive, versatile, and efficient solution for hair modeling. User studies show that our system can outperform traditional hair modeling workflows for rapid prototyping. Furthermore, we provide insights into the benefits of our system with future potential of deploying our system in real salon environments. More details can be found on our project page: https://digital-salon.github.io/.