PhiCalNet cuts object MAE from 14.54 mm to 4.46 mm on a 15,600-image synthetic long-range FPP benchmark by architecturally removing the shape-prior shortcut that baseline UNets exploit.
arXiv preprint arXiv:2601.02572 , year=
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Diagnosing and Repairing Shape-Prior Shortcuts in Long-Range Single-Shot Fringe Projection Profilometry
PhiCalNet cuts object MAE from 14.54 mm to 4.46 mm on a 15,600-image synthetic long-range FPP benchmark by architecturally removing the shape-prior shortcut that baseline UNets exploit.