A hybrid restoration framework for ancient documents that combines Deep Learning (U-Net) for structural mask detection with classical geometric transformations (TPS, Hough Transform) to rectify distortions while ensuring 100% historical integrity and verifiability.
opencv computer-vision image-processing digital-humanities ancient u-net thin-plate-splines geometric-transformation document-restoration
-
Updated
Feb 3, 2026 - Python