Training-free diffusion for controlling illumination conditions in images

Published: 01 Jan 2025, Last Modified: 05 Nov 2025Comput. Vis. Image Underst. 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Diffusion models can be treated as black-box renderers.•Diffusion energy function can affect lighting change in image synthesis.•Training-free relighting can be achieved with proper physics-based constraints.
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