DiffHuman

Generates multiple realistic 3D human reconstructions from a single RGB image.

CommonProductImage3D ReconstructionHuman Modeling

DiffHuman is a probabilistic, photorealistic 3D human reconstruction method. It can predict a probability distribution of 3D human reconstructions from a single RGB image and generate multiple detailed and colorful 3D human models through iterative denoising sampling. Compared to existing deterministic methods, DiffHuman can generate more detailed reconstructions in unknown or uncertain areas. We also introduce an accelerated rendering generative network, significantly improving inference speed.

Generate multiple realistic 3D human models from a single RGB image.
Generate more detailed reconstructions in unknown or uncertain areas.
Introduce an accelerated rendering generative network
significantly improving inference speed.

Scenarios such as 3D human modeling
virtual character creation
and film special effects production.

Use DiffHuman in film production to quickly generate multiple realistic 3D character models from a single 2D photograph.
Use DiffHuman in virtual reality applications to generate personalized 3D character avatars.
Use DiffHuman in game development to generate realistic 3D game characters from player photographs.

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