SOTAVerified

Novel View Synthesis

Synthesize a target image with an arbitrary target camera pose from given source images and their camera poses.

See Wiki for more introductions.

The Synthesis method include: NeRF, MPI and so on.

( Image credit: Multi-view to Novel view: Synthesizing novel views with Self-Learned Confidence )

Papers

Showing 301350 of 1441 papers

TitleStatusHype
Aug-NeRF: Training Stronger Neural Radiance Fields with Triple-Level Physically-Grounded AugmentationsCode1
Coordinate-Aware Modulation for Neural FieldsCode1
Learning to Render Novel Views from Wide-Baseline Stereo PairsCode1
Learning Naturally Aggregated Appearance for Efficient 3D EditingCode1
LEAP: Liberate Sparse-view 3D Modeling from Camera PosesCode1
Learning Neural Representation of Camera Pose with Matrix Representation of Pose Shift via View SynthesisCode1
Learning to Stylize Novel ViewsCode1
KITTI-360: A Novel Dataset and Benchmarks for Urban Scene Understanding in 2D and 3DCode1
iVR-GS: Inverse Volume Rendering for Explorable Visualization via Editable 3D Gaussian SplattingCode1
Language Embedded 3D Gaussians for Open-Vocabulary Scene UnderstandingCode1
Embedding Novel Views in a Single JPEG ImageCode1
Continuous Representation Methods, Theories, and Applications: An Overview and PerspectivesCode1
EGSRAL: An Enhanced 3D Gaussian Splatting based Renderer with Automated Labeling for Large-Scale Driving SceneCode1
IntrinsicNeRF: Learning Intrinsic Neural Radiance Fields for Editable Novel View SynthesisCode1
Leveraging Thermal Modality to Enhance Reconstruction in Low-Light ConditionsCode1
Improving Adaptive Density Control for 3D Gaussian SplattingCode1
Implicit View-Time Interpolation of Stereo Videos using Multi-Plane Disparities and Non-Uniform CoordinatesCode1
Improving Robustness for Joint Optimization of Camera Poses and Decomposed Low-Rank Tensorial Radiance FieldsCode1
iFusion: Inverting Diffusion for Pose-Free Reconstruction from Sparse ViewsCode1
I^2-SDF: Intrinsic Indoor Scene Reconstruction and Editing via Raytracing in Neural SDFsCode1
Consistent Quantity-Quality Control across Scenes for Deployment-Aware Gaussian SplattingCode1
IBRNet: Learning Multi-View Image-Based RenderingCode1
Hybrid bundle-adjusting 3D Gaussians for view consistent rendering with pose optimizationCode1
Hybrid Neural Rendering for Large-Scale Scenes with Motion BlurCode1
Editing Conditional Radiance FieldsCode1
HyperNeRF: A Higher-Dimensional Representation for Topologically Varying Neural Radiance FieldsCode1
HumanGif: Single-View Human Diffusion with Generative PriorCode1
360MonoDepth: High-Resolution 360° Monocular Depth EstimationCode1
Efficient Density Control for 3D Gaussian SplattingCode1
IDDR-NGP: Incorporating Detectors for Distractors Removal with Instant Neural Radiance FieldCode1
E2GS: Event Enhanced Gaussian SplattingCode1
Efficient Neural Radiance Fields for Interactive Free-viewpoint VideoCode1
Evaluate Geometry of Radiance Fields with Low-frequency Color PriorCode1
Efficient View Synthesis and 3D-based Multi-Frame Denoising with Multiplane Feature RepresentationsCode1
Human Pose Manipulation and Novel View Synthesis using Differentiable RenderingCode1
InfoNeRF: Ray Entropy Minimization for Few-Shot Neural Volume RenderingCode1
Mipmap-GS: Let Gaussians Deform with Scale-specific Mipmap for Anti-aliasing RenderingCode1
3DGEER: Exact and Efficient Volumetric Rendering with 3D GaussiansCode1
DynaMoN: Motion-Aware Fast and Robust Camera Localization for Dynamic Neural Radiance FieldsCode1
Intrinsic Neural Fields: Learning Functions on ManifoldsCode1
HDR-NeRF: High Dynamic Range Neural Radiance FieldsCode1
Dynamic Scene Understanding through Object-Centric Voxelization and Neural RenderingCode1
Large Images are Gaussians: High-Quality Large Image Representation with Levels of 2D Gaussian SplattingCode1
Layout-Guided Novel View Synthesis from a Single Indoor PanoramaCode1
Enhancing Close-up Novel View Synthesis via Pseudo-labelingCode1
Learning Dense Object Descriptors from Multiple Views for Low-shot Category GeneralizationCode1
Enhancing NeRF akin to Enhancing LLMs: Generalizable NeRF Transformer with Mixture-of-View-ExpertsCode1
HDRSplat: Gaussian Splatting for High Dynamic Range 3D Scene Reconstruction from Raw ImagesCode1
Coordinates Are NOT Lonely -- Codebook Prior Helps Implicit Neural 3D RepresentationsCode1
Harnessing Frequency Spectrum Insights for Image Copyright Protection Against Diffusion ModelsCode1
Show:102550
← PrevPage 7 of 29Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1TensoRF + NeRFLiXPSNR27.39Unverified
2JAXNeRFPSNR26.92Unverified
3K-Planes (hybrid)PSNR26.92Unverified
4Plenoxels + NeRFLiXPSNR26.9Unverified
5K-Planes (explicit)PSNR26.78Unverified
6TensoRFPSNR26.73Unverified
7NeRFPSNR26.5Unverified
8PlenoxelsPSNR26.29Unverified
9HyperReelPSNR26.2Unverified
10MobileNeRFPSNR25.91Unverified
#ModelMetricClaimedVerifiedStatus
1NeRFLPIPS0.52Unverified
2MobileNeRFLPIPS0.47Unverified
3NeRF++LPIPS0.43Unverified
4C3DGSLPIPS0.25Unverified
5Compressed 3D Gaussian SplattingLPIPS0.24Unverified
6HAC 3DGSLPIPS0.23Unverified
7Compact3DLPIPS0.23Unverified
8Self-Organizing GaussiansLPIPS0.22Unverified
93D Gaussian SplattingLPIPS0.21Unverified
10LightGaussianLPIPS0.21Unverified
#ModelMetricClaimedVerifiedStatus
1Deformable Beta SplattingPSNR34.66Unverified
2Self-Organizing GaussiansPSNR33.7Unverified
3I-NGPPSNR33.18Unverified
4TensoRFPSNR33.14Unverified
5K-Planes (hybrid)PSNR32.36Unverified
6K-Planes (explicit)PSNR32.21Unverified
7PlenoxelsPSNR31.71Unverified
8JAXNeRFPSNR31.65Unverified
9NeRFPSNR31Unverified
10MobileNeRFPSNR30.9Unverified
#ModelMetricClaimedVerifiedStatus
1TensoRF + NeRFLiX++PSNR29.24Unverified
2TensoRF + NeRFLiXPSNR28.94Unverified
3Plenoxels + NeRFLiXPSNR28.61Unverified
4Self-Organizing GaussiansPSNR25.63Unverified
5HAC 3DGSPSNR24.4Unverified
6Compact3DPSNR23.47Unverified
73D Gaussian SplattingPSNR23.14Unverified
8Mip-NERF 360PSNR19.65Unverified
9DIVeR + NeRFLiXSSIM0.92Unverified
10C3DGSPSNR0.23Unverified
#ModelMetricClaimedVerifiedStatus
1R3F-OracleAverage PSNR (dB)29.34Unverified
2Zip-NeRFAverage PSNR (dB)26.11Unverified
3R3FAverage PSNR (dB)24.95Unverified
4Ray Deformation NetworkAverage PSNR (dB)23.13Unverified
5Rose-NeRFAverage PSNR (dB)22.86Unverified
6NeuSAverage PSNR (dB)19.62Unverified
7SplatfactoAverage PSNR (dB)19.53Unverified
8TNSRAverage PSNR (dB)18.64Unverified
#ModelMetricClaimedVerifiedStatus
1HyperReelPSNR35.1Unverified
2Instant NGPPSNR33.1Unverified
3AdaNeRFPSNR30.9Unverified
4NeRFPSNR30.9Unverified
5DoNeRFPSNR30.8Unverified
6TermiNeRFPSNR29.8Unverified
#ModelMetricClaimedVerifiedStatus
1SAX-NeRFPSNR51.37Unverified
2NAFPSNR38.81Unverified
3TensoRFPSNR37.67Unverified
4NeATPSNR36.01Unverified
5NeRFPSNR32.49Unverified
6InTomoPSNR31.96Unverified
#ModelMetricClaimedVerifiedStatus
1Pixel-NeRF (env: Google Scan)PSNR14.59Unverified
2Pixel-NeRF (env: Bricks)PSNR12.15Unverified
3Pixel-NeRF (env: ABC)PSNR12.15Unverified
4Pixel-NeRF (env: Amz. Ber.)PSNR12.13Unverified
#ModelMetricClaimedVerifiedStatus
13DGEERPSNR31.5Unverified
23DGUTPSNR30.64Unverified
3EVERPSNR29.47Unverified
4FisheyeGSPSNR27.81Unverified
#ModelMetricClaimedVerifiedStatus
1impl.-nodepthFID42.88Unverified
2hybridNLL5.34Unverified
3impl.-catdepthSSIM0.42Unverified
#ModelMetricClaimedVerifiedStatus
1StereoLayers (8 layers)LPIPS0.11Unverified
2StereoLayers (2 layers)LPIPS0.1Unverified
3StereoLayersLPIPS0.1Unverified
#ModelMetricClaimedVerifiedStatus
1HDR-GSAverage PSNR38.37Unverified
2HDR-NeRFAverage PSNR36.4Unverified
#ModelMetricClaimedVerifiedStatus
1NeRFtrinsic FourAverage PSNR27.15Unverified
2NeRF--Average PSNR23.92Unverified
#ModelMetricClaimedVerifiedStatus
1HybridFID48.84Unverified
2Impl.-depthNLL4.84Unverified
#ModelMetricClaimedVerifiedStatus
1Gear-NeRFPSNR32.21Unverified
#ModelMetricClaimedVerifiedStatus
1Self-Organizing GaussiansLPIPS0.26Unverified
#ModelMetricClaimedVerifiedStatus
1Single NeRF + Share./Inst. NetLPIPS0.14Unverified
#ModelMetricClaimedVerifiedStatus
1READAverage PSNR23.28Unverified
#ModelMetricClaimedVerifiedStatus
1Multi-view to Novel ViewSSIM0.63Unverified
#ModelMetricClaimedVerifiedStatus
1Single NeRF + Share./Inst. NetLPIPS0.02Unverified
#ModelMetricClaimedVerifiedStatus
1Multi-view to Novel ViewSSIM0.92Unverified
#ModelMetricClaimedVerifiedStatus
1Multi-view to Novel ViewSSIM0.9Unverified
#ModelMetricClaimedVerifiedStatus
1Multi-view to Novel ViewSSIM0.7Unverified