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Recreate High-Fidelity Digital Twins with Neural Kernel Surface Reconstruction

Nvidia

First introduced in 2022 by the NVIDIA Toronto AI Lab, Neural Kernel Fields predict a data-dependent set of basis functions used to solve the closed-form surface reconstruction problem. Reconstructed geometry of a long race track Figure 4. For more technical details about the method, visit the NKSR project page.

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