Fig. 5: 3D visualization of cartilage thickness heatmaps mapped onto reconstructed bone surfaces.

Rows correspond to different test subjects. Each column shows results from a different method: U-Net + Morph, SurfaceFlow, and CartiSurface (ours). CartiSurface produces the most continuous and anatomically consistent surfaces, especially along the medial femoral condyle and tibial plateau.