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 101–125 of 271 papers

TitleStatusHype
Differentiable Inverse Rendering with Interpretable Basis BRDFs—0
NeISF++: Neural Incident Stokes Field for Polarized Inverse Rendering of Conductors and Dielectrics—0
RenderBender: A Survey on Adversarial Attacks Using Differentiable Rendering—0
GUS-IR: Gaussian Splatting with Unified Shading for Inverse Rendering—0
Epi-NAF: Enhancing Neural Attenuation Fields for Limited-Angle CT with Epipolar Consistency Conditions—0
All-frequency Full-body Human Image RelightingCode0
URAvatar: Universal Relightable Gaussian Codec Avatars—0
GeoSplatting: Towards Geometry Guided Gaussian Splatting for Physically-based Inverse Rendering—0
Practical and Accurate Reconstruction of an Illuminant's Spectral Power Distribution for Inverse Rendering Pipelines—0
Environment Maps Editing using Inverse Rendering and Adversarial Implicit Functions—0
GlossyGS: Inverse Rendering of Glossy Objects with 3D Gaussian Splatting—0
DEL: Discrete Element Learner for Learning 3D Particle Dynamics with Neural Rendering—0
Efficient Perspective-Correct 3D Gaussian Splatting Using Hybrid Transparency—0
RelitLRM: Generative Relightable Radiance for Large Reconstruction Models—0
GI-GS: Global Illumination Decomposition on Gaussian Splatting for Inverse Rendering—0
Flash-Splat: 3D Reflection Removal with Flash Cues and Gaussian Splats—0
RISE-SDF: a Relightable Information-Shared Signed Distance Field for Glossy Object Inverse Rendering—0
MaterialFusion: Enhancing Inverse Rendering with Material Diffusion Priors—0
Phys3DGS: Physically-based 3D Gaussian Splatting for Inverse Rendering—0
Flash Cache: Reducing Bias in Radiance Cache Based Inverse Rendering—0
DiffCSG: Differentiable CSG via Rasterization—0
MERLiN: Single-Shot Material Estimation and Relighting for Photometric Stereo—0
G3FA: Geometry-guided GAN for Face Animation—0
Photorealistic Object Insertion with Diffusion-Guided Inverse Rendering—0
Progressive Radiance Distillation for Inverse Rendering with Gaussian Splatting—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