SOTAVerified

Inverse Rendering

Inverse Rendering is the task of recovering the properties of a scene, such as shape, material, and lighting, from an image or a video. The goal of inverse rendering is to determine the properties of a scene given an observation of it, and to generate new images or videos based on these properties.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 251–271 of 271 papers

TitleStatusHype
IllumiNeRF: 3D Relighting Without Inverse Rendering—0
Inferring Fluid Dynamics via Inverse Rendering—0
IntrinsicAnything: Learning Diffusion Priors for Inverse Rendering Under Unknown Illumination—0
Intrinsic PAPR for Point-level 3D Scene Albedo and Shading Editing—0
InverseFaceNet: Deep Monocular Inverse Face Rendering—0
Inverse Global Illumination using a Neural Radiometric Prior—0
Inverse Neural Rendering for Explainable Multi-Object Tracking—0
Inverse Rendering of Glossy Objects via the Neural Plenoptic Function and Radiance Fields—0
Inverse Rendering Techniques for Physically Grounded Image Editing—0
Inverse Transport Networks—0
IRGS: Inter-Reflective Gaussian Splatting with 2D Gaussian Ray Tracing—0
IRIS: Inverse Rendering of Indoor Scenes from Low Dynamic Range Images—0
IRON: Inverse Rendering by Optimizing Neural SDFs and Materials from Photometric Images—0
Joint Learning of Portrait Intrinsic Decomposition and Relighting—0
Joint Sampling and Optimisation for Inverse Rendering—0
Learning 3D-Gaussian Simulators from RGB Videos—0
Learning-based Inverse Rendering of Complex Indoor Scenes with Differentiable Monte Carlo Raytracing—0
Learning Indoor Inverse Rendering with 3D Spatially-Varying Lighting—0
Learning Object-Centric Neural Scattering Functions for Free-Viewpoint Relighting and Scene Composition—0
LightLab: Controlling Light Sources in Images with Diffusion Models—0
LIME: Live Intrinsic Material Estimation—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Neural-PBIRHDR-PSNR26.01—Unverified
2NVDiffRecMCHDR-PSNR24.43—Unverified
3InvRenderHDR-PSNR23.76—Unverified
4NeRFactorHDR-PSNR23.54—Unverified
5NeRDHDR-PSNR23.29—Unverified
6NVDiffRecHDR-PSNR22.91—Unverified
7PhySGHDR-PSNR21.81—Unverified