Iliyan Georgiev

With Linjie Lyu, @vdeschaintre.bsky.social, Yannick Hold-Geoffroy, Milos Hasan, Jae Shin Yoon, Thomas Leimkühler, Christian Theobald.

Code will be released shortly.

12.06.2025 21:09 — 👍 2    🔁 0    💬 0    📌 0

With no task-specific training, we show state-of-the-art results on material editing, object removal & insertion, relighting.

Our method can preserve identity of unedited image aspects, and thanks to editing in intrinsic-image space, it provides unprecedented control.

12.06.2025 21:09 — 👍 2    🔁 0    💬 1    📌 0

We build on the RGB↔X framework and address its two key limitations of identity drifts and channel entanglement, to unlock its image-editing potential.

12.06.2025 21:09 — 👍 1    🔁 0    💬 1    📌 0

IntrinsicEdit: Precise generative image manipulation in intrinsic space We present a powerful generative editing workflow built on the RGB-X diffusion framework, enabling pixel-precise, semantic image manipulation across tasks like relighting, color adjustment, and object...

Editing appearance, geometry, lighting with precision is easy with a 3D scene representation. But it's so much more difficult with just an image or photograph.

Enter IntrinsicEdit: Precise generative image manipulation in intrinsic space (SIGGRAPH 2025)!

intrinsic-edit.github.io

12.06.2025 21:09 — 👍 13    🔁 6    💬 2    📌 1