An instance-based Gaussian splatting pipeline with a Pix2Pix standardization step reconstructs usable lumbar spine 3D volumes from 20 to 30 arbitrarily posed real X-rays without pretraining.
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IXGS-Intraoperative 3D Reconstruction from Sparse, Arbitrarily Posed Real X-rays
An instance-based Gaussian splatting pipeline with a Pix2Pix standardization step reconstructs usable lumbar spine 3D volumes from 20 to 30 arbitrarily posed real X-rays without pretraining.