Tones become elevations
Image tone supplies the vertical information. Dark, midtone, and light samples are assigned positions across the available height span, and neighboring positions are joined into triangular faces. Blur therefore becomes gentle relief, banding becomes terraces, and isolated noise can become small peaks or pits. The source image's width-to-height ratio determines the relief footprint unless the model is deliberately rescaled.