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
Relighting Humans: Occlusion-Aware Inverse Rendering for Full-Body Human Images—0
Differentiable Surface Splatting for Point-based Geometry ProcessingCode0
Inverse Rendering for Complex Indoor Scenes: Shape, Spatially-Varying Lighting and SVBRDF from a Single ImageCode0
Deep Generative Models: Deterministic Prediction with an Application in Inverse Rendering—0
Neural Inverse Rendering of an Indoor Scene from a Single Image—0
Inverse Transport Networks—0
Differentiable Monte Carlo Ray Tracing through Edge SamplingCode0
RenderNet: A deep convolutional network for differentiable rendering from 3D shapesCode0
SfSNet: Learning Shape, Reflectance and Illuminance of Faces `in the Wild'—0
Neural Inverse Rendering for General Reflectance Photometric Stereo—0
LIME: Live Intrinsic Material Estimation—0
SfSNet: Learning Shape, Reflectance and Illuminance of Faces in the WildCode0
Blind Gain and Phase Calibration via Sparse Spectral Methods—0
End-to-end 3D shape inverse rendering of different classes of objects from a single input image—0
Deep Structure for end-to-end inverse rendering—0
Deep Face Feature for Face Alignment—0
CNN-based Real-time Dense Face Reconstruction with Inverse-rendered Photo-realistic Face Images—0
Shading Annotations in the Wild—0
InverseFaceNet: Deep Monocular Inverse Face Rendering—0
Simultaneous Estimation of Near IR BRDF and Fine-Scale Surface Geometry—0
Scattering Parameters and Surface Normals from Homogeneous Translucent Materials using Photometric Stereo—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