FrameTwin aligns a curve-anchored Gaussian digital twin to sparse-view observations of deforming wireframes via differentiable rendering to enable adaptive trajectory updates in robotic 3D printing.
Nef: Neural edge fields for 3d parametric curve reconstruction from multi-view images
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FrameTwin: Curve-Anchored Gaussian Alignment from Sparse Views for Adaptive Wireframe 3D Printing
FrameTwin aligns a curve-anchored Gaussian digital twin to sparse-view observations of deforming wireframes via differentiable rendering to enable adaptive trajectory updates in robotic 3D printing.