The 3D completion architecture provides a geometric abstraction of the complete low-resolution model to enhance the high-resolution defective model. All convolutional filter kernels and max-pooling ...

TL; DR: CraftsMan (aka 匠心) is a two-stage text/image to 3D mesh generation model. By mimicking the modeling workflow of artist/craftsman, we propose to generate a coarse mesh (5s) with smooth geometry ...

3D Geometry is considered one of the most difficult areas of mathematics. To understand this topic, various skills like visualization and spatial reasoning are required. These skills allow you to deal ...

We present OmniAvatar, a novel geometry-guided 3D head synthesis model trained from in-the-wild unstructured images that is capable of synthesizing diverse identity-preserved 3D heads with compelling ...

Although the geometry sculpting stage emphasizes on learning detailed and coherent geometry, it does blur the texture to a certain extent that might be a result of the framework’s reliance on a 2D ...

• They present Magic123, a revolutionary image-to-3D pipeline that creates high-quality, high-resolution 3D geometry and textures using a two-stage coarse-to-fine optimisation procedure.

Directed energy deposition (DED) is a metal additive manufacturing process, where dimensional accuracy and repeatability are traditionally challenging to achieve. Strategies for computationally ...