LiveHand: Real-time and Photorealistic Neural Hand Rendering

Understand

The human hand is the main medium through which we interact with our surroundings, making its digitization an important problem.

• While there are several works modeling the geometry of hands, little attention has been paid to capturing photo-realistic appearance.
• Moreover, for applications in extended reality and gaming, real-time rendering is critical.
• We present the first neural-implicit approach to photo-realistically render hands in real-time.