LumiMotion improves albedo estimation and scene relighting in dynamic scenes by leveraging motion to separate lighting effects from surface appearance in a dynamic 2D Gaussian Splatting representation.
Physically-based shading at disney
2 Pith papers cite this work. Polarity classification is still indexing.
2
Pith papers citing it
fields
cs.CV 2years
2026 2verdicts
UNVERDICTED 2representative citing papers
RenderFlow replaces iterative diffusion with flow matching for deterministic single-step neural rendering that achieves near real-time photorealistic quality and extends to inverse rendering via an adapter module.
citing papers explorer
-
LumiMotion: Improving Gaussian Relighting with Scene Dynamics
LumiMotion improves albedo estimation and scene relighting in dynamic scenes by leveraging motion to separate lighting effects from surface appearance in a dynamic 2D Gaussian Splatting representation.
-
RenderFlow: Single-Step Neural Rendering via Flow Matching
RenderFlow replaces iterative diffusion with flow matching for deterministic single-step neural rendering that achieves near real-time photorealistic quality and extends to inverse rendering via an adapter module.