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 51–100 of 271 papers

TitleStatusHype
A Morphable Face Albedo ModelCode1
Spelunking the Deep: Guaranteed Queries on General Neural Implicit Surfaces via Range AnalysisCode1
Dynamic Scene Understanding through Object-Centric Voxelization and Neural RenderingCode1
Learning Inverse Rendering of Faces from Real-world VideosCode1
Efficient Meshy Neural Fields for Animatable Human AvatarsCode1
Advances in Neural RenderingCode1
Building 3D Morphable Models from a Single ScanCode1
PhyIR: Physics-Based Inverse Rendering for Panoramic Indoor ImagesCode1
Multiview Textured Mesh Recovery by Differentiable RenderingCode1
InverseRenderNet: Learning single image inverse renderingCode1
NeAT: Neural Adaptive TomographyCode1
Multi-view Inverse Rendering for Large-scale Real-world Indoor ScenesCode1
Inverse Rendering of Translucent Objects using Physical and Neural RenderersCode1
Invertible Neural BRDF for Object Inverse RenderingCode1
MAIR++: Improving Multi-view Attention Inverse Rendering with Implicit Lighting RepresentationCode1
Learning a 3D Morphable Face Reflectance Model from Low-cost DataCode1
IntrinsicNeRF: Learning Intrinsic Neural Radiance Fields for Editable Novel View SynthesisCode1
Epi-NAF: Enhancing Neural Attenuation Fields for Limited-Angle CT with Epipolar Consistency Conditions—0
Environment Maps Editing using Inverse Rendering and Adversarial Implicit Functions—0
A Theory of Topological Derivatives for Inverse Rendering of Geometry—0
End-to-end 3D shape inverse rendering of different classes of objects from a single input image—0
Deep Polarization Cues for Single-shot Shape and Subsurface Scattering Estimation—0
A Simple Approach to Differentiable Rendering of SDFs—0
Efficient Perspective-Correct 3D Gaussian Splatting Using Hybrid Transparency—0
Efficient multi-view training for 3D Gaussian Splatting—0
Deep Learning compatible Differentiable X-ray Projections for Inverse Rendering—0
Efficient Multi-View Inverse Rendering Using a Hybrid Differentiable Rendering Method—0
Deep Generative Models: Deterministic Prediction with an Application in Inverse Rendering—0
3D Gaussian Inverse Rendering with Approximated Global Illumination—0
Eclipse: Disambiguating Illumination and Materials using Unintended Shadows—0
Deep Face Feature for Face Alignment—0
Dr.Hair: Reconstructing Scalp-Connected Hair Strands without Pre-training via Differentiable Rendering of Line Segments—0
Dressi: A Hardware-Agnostic Differentiable Renderer with Reactive Shader Packing and Soft Rasterization—0
Deep Direct Volume Rendering: Learning Visual Feature Mappings From Exemplary Images—0
Physics-based Indirect Illumination for Inverse Rendering—0
Digital Twin Catalog: A Large-Scale Photorealistic 3D Object Digital Twin Dataset—0
IntrinsicAnything: Learning Diffusion Priors for Inverse Rendering Under Unknown Illumination—0
Inferring Fluid Dynamics via Inverse Rendering—0
DiffusionRenderer: Neural Inverse and Forward Rendering with Video Diffusion Models—0
Diffusion Renderer: Neural Inverse and Forward Rendering with Video Diffusion Models—0
A Bayesian Inference Framework for Procedural Material Parameter Estimation—0
Inverse Rendering of Glossy Objects via the Neural Plenoptic Function and Radiance Fields—0
IllumiNeRF: 3D Relighting Without Inverse Rendering—0
Identity-Expression Ambiguity in 3D Morphable Face Models—0
Diffusion Reflectance Map: Single-Image Stochastic Inverse Rendering of Illumination and Reflectance—0
Holistic Inverse Rendering of Complex Facade via Aerial 3D Scanning—0
CNN-based Real-time Dense Face Reconstruction with Inverse-rendered Photo-realistic Face Images—0
HiNeuS: High-fidelity Neural Surface Mitigating Low-texture and Reflective Ambiguity—0
Differentiable Surface Rendering via Non-Differentiable Sampling—0
FIRe: Fast Inverse Rendering using Directional and Signed Distance Functions—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