AI RESEARCH
Representing 3D Faces with Learnable B-Spline Volumes
arXiv CS.CV
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ArXi:2604.12894v1 Announce Type: new We present CUBE (Control-based Unified B-spline Encoding), a new geometric representation for human faces that combines B-spline volumes with learned features, and nstrate its use as a decoder for 3D scan registration and monocular 3D face reconstruction. Unlike existing B-spline representations with 3D control points, CUBE is parametrized by a lattice (e.g., 8 x 8 x 8) of high-dimensional control features, increasing the model's expressivity.