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PIXLRelight enables controllable single-image relighting

Researchers have developed PIXLRelight, a novel feed-forward system for controllable single-image relighting. This approach bridges physically based rendering with learned image synthesis by using shared intrinsic conditioning derived from either real photos or rendered scenes. PIXLRelight can apply arbitrary PBR-style lighting to input images in under a tenth of a second, achieving state-of-the-art quality. AI

Summary written by gemini-2.5-flash-lite from 1 source. How we write summaries →

IMPACT Introduces a new method for controllable image relighting, potentially impacting computer graphics and visual effects.

RANK_REASON The cluster contains a new academic paper detailing a novel method for image relighting. [lever_c_demoted from research: ic=1 ai=1.0]

Read on arXiv cs.LG →

COVERAGE [1]

  1. arXiv cs.LG TIER_1 · Ronald Clark ·

    PIXLRelight: Controllable Relighting via Intrinsic Conditioning

    We present PIXLRelight, a feed-forward approach for physically controllable single-image relighting. Existing methods either provide limited lighting control (e.g. through text or environment maps), accumulate errors when chaining inverse and forward rendering, or require costly …