HumanNOVA: Photorealistic, Universal and Rapid 3D Human Avatar Modeling from a Single Image
Researchers have developed two new methods for generating realistic 3D human avatars from single images. Splatshot combines 3D Gaussian Splatting with diffusion models to ensure both geometric consistency and photorealism, even with unconstrained input photos. HumanNOVA utilizes a large-scale data generation pipeline and a feed-forward architecture to create avatars rapidly and with high fidelity, requiring no test-time optimization. AI
IMPACT Advances in single-image 3D avatar generation could accelerate applications in virtual reality, gaming, and personalized digital experiences.