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
High-Quality Mesh Blendshape Generation from Face Videos via Neural Inverse RenderingCode1
Neural Rendering and Its Hardware Acceleration: A Review—0
TurboSL: Dense Accurate and Fast 3D by Neural Inverse Structured Light—0
VMINer: Versatile Multi-view Inverse Rendering with Near- and Far-field Light Sources—0
Radar Fields: An Extension of Radiance Fields to SAR—0
ZS-SRT: An Efficient Zero-Shot Super-Resolution Training Method for Neural Radiance Fields—0
MonoNPHM: Dynamic Head Reconstruction from Monocular Videos—0
IntrinsicAvatar: Physically Based Inverse Rendering of Dynamic Humans from Monocular Videos via Explicit Ray TracingCode1
GIR: 3D Gaussian Inverse Rendering for Relightable Scene FactorizationCode1
Diffusion Reflectance Map: Single-Image Stochastic Inverse Rendering of Illumination and Reflectance—0
Differentiable Point-based Inverse Rendering—0
The Sky's the Limit: Re-lightable Outdoor Scenes via a Sky-pixel Constrained Illumination Prior and Outside-In VisibilityCode1
GS-IR: 3D Gaussian Splatting for Inverse RenderingCode2
NeISF: Neural Incident Stokes Field for Geometry and Material Estimation—0
Virtual Home Staging: Inverse Rendering and Editing an Indoor Panorama under Natural IlluminationCode0
Intrinsic Image Decomposition via Ordinal ShadingCode2
NePF: Neural Photon Field for Single-Stage Inverse Rendering—0
Holistic Inverse Rendering of Complex Facade via Aerial 3D Scanning—0
RENI++ A Rotation-Equivariant, Scale-Invariant, Natural Illumination PriorCode1
Single-Image 3D Human Digitization with Shape-Guided Diffusion—0
DeepShaRM: Multi-View Shape and Reflectance Map Recovery Under Unknown Lighting—0
Stanford-ORB: A Real-World 3D Object Inverse Rendering BenchmarkCode1
SIRe-IR: Inverse Rendering for BRDF Reconstruction with Shadow and Illumination Removal in High-Illuminance ScenesCode1
Diffusion Posterior Illumination for Ambiguity-aware Inverse RenderingCode1
Joint Sampling and Optimisation for Inverse Rendering—0
Show:102550
← PrevPage 5 of 11Next →

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