Lab · 4 min read

Outpainting beyond the frame

Extending an image past its borders while keeping perspective and light coherent.

Noetic Lab
Fiery marbled paint swirling around a vortex

What lies just outside the shot

Outpainting invents the world beyond an image's edges. Done badly it produces repeating textures and broken perspective; done well it feels like the camera simply pulled back.

Conditioning new regions on the existing geometry and light keeps the extension believable, which is what makes reframing for different aspect ratios practical.