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

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Showing 1201–1250 of 1441 papers

TitleStatusHype
Generative Novel View Synthesis with 3D-Aware Diffusion ModelsCode0
Neural Microfacet Fields for Inverse Rendering—0
Enhanced Stable View Synthesis—0
Consistent View Synthesis with Pose-Guided Diffusion Models—0
Flow supervision for Deformable NeRF—0
Generalizable Neural Voxels for Fast Human Radiance Fields—0
Clean-NeRF: Reformulating NeRF to account for View-Dependent Observations—0
SUDS: Scalable Urban Dynamic Scenes—0
AssetField: Assets Mining and Reconfiguration in Ground Feature Plane Representation—0
GM-NeRF: Learning Generalizable Model-based Neural Radiance Fields from Multi-view Images—0
TEGLO: High Fidelity Canonical Texture Mapping from Single-View Images—0
Transforming Radiance Field with Lipschitz Network for Photorealistic 3D Scene Stylization—0
SCADE: NeRFs from Space Carving with Ambiguity-Aware Depth Estimates—0
Few-shot Neural Radiance Fields Under Unconstrained Illumination—0
DehazeNeRF: Multiple Image Haze Removal and 3D Shape Reconstruction using Neural Radiance Fields—0
ContraNeRF: Generalizable Neural Radiance Fields for Synthetic-to-real Novel View Synthesis via Contrastive Learning—0
Single-view Neural Radiance Fields with Depth Teacher—0
NeRFMeshing: Distilling Neural Radiance Fields into Geometrically-Accurate 3D Meshes—0
Mesh Strikes Back: Fast and Efficient Human Reconstruction from RGB videos—0
RefiNeRF: Modelling dynamic neural radiance fields with inconsistent or missing camera parametersCode0
MELON: NeRF with Unposed Images in SO(3)—0
DroNeRF: Real-time Multi-agent Drone Pose Optimization for Computing Neural Radiance Fields—0
CROSSFIRE: Camera Relocalization On Self-Supervised Features from an Implicit Representation—0
Semantic-aware Occlusion Filtering Neural Radiance Fields in the Wild—0
Multi-Plane Neural Radiance Fields for Novel View Synthesis—0
S-NeRF: Neural Radiance Fields for Street Views—0
IntrinsicNGP: Intrinsic Coordinate based Hash Encoding for Human NeRF—0
Dynamic Multi-View Scene Reconstruction Using Neural Implicit Surface—0
BLiRF: Bandlimited Radiance Fields for Dynamic Scene Modeling—0
NerfDiff: Single-image View Synthesis with NeRF-guided Distillation from 3D-aware Diffusion—0
NICER-SLAM: Neural Implicit Scene Encoding for RGB SLAM—0
Robust Camera Pose Refinement for Multi-Resolution Hash Encoding—0
SNeRL: Semantic-aware Neural Radiance Fields for Reinforcement Learning—0
Unsupervised Volumetric Animation—0
Novel-View Acoustic Synthesis—0
NeRF in the Palm of Your Hand: Corrective Augmentation for Robotics via Novel-View Synthesis—0
A Large-Scale Outdoor Multi-modal Dataset and Benchmark for Novel View Synthesis and Implicit Scene Reconstruction—0
Laser: Latent Set Representations for 3D Generative Modeling—0
Geometry-biased Transformers for Novel View Synthesis—0
Benchmarking Robustness in Neural Radiance Fields—0
Neural Point Catacaustics for Novel-View Synthesis of Reflections—0
ReNeRF: Relightable Neural Radiance Fields with Nearfield Lighting—0
RefSR-NeRF: Towards High Fidelity and Super Resolution View SynthesisCode0
Panoptic Compositional Feature Field for Editable Scene Rendering With Network-Inferred Labels via Metric Learning—0
ORCa: Glossy Objects As Radiance-Field Cameras—0
NeRF-MS: Neural Radiance Fields with Multi-Sequence—0
ICE-NeRF: Interactive Color Editing of NeRFs via Decomposition-Aware Weight Optimization—0
I2-SDF: Intrinsic Indoor Scene Reconstruction and Editing via Raytracing in Neural SDFs—0
UHDNeRF: Ultra-High-Definition Neural Radiance Fields—0
F2-NeRF: Fast Neural Radiance Field Training With Free Camera Trajectories—0
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All datasetsLLFFMip-NeRF 360NeRFTanks and TemplesRefRefDONeRF: Evaluation DatasetX3DRTMVScanNetACIDSWORDHDR-GS

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1TensoRF + NeRFLiXPSNR27.39—Unverified
2JAXNeRFPSNR26.92—Unverified
3K-Planes (hybrid)PSNR26.92—Unverified
4Plenoxels + NeRFLiXPSNR26.9—Unverified
5K-Planes (explicit)PSNR26.78—Unverified
6TensoRFPSNR26.73—Unverified
7NeRFPSNR26.5—Unverified
8PlenoxelsPSNR26.29—Unverified
9HyperReelPSNR26.2—Unverified
10MobileNeRFPSNR25.91—Unverified
#ModelMetricClaimedVerifiedStatus
1NeRFLPIPS0.52—Unverified
2MobileNeRFLPIPS0.47—Unverified
3NeRF++LPIPS0.43—Unverified
4C3DGSLPIPS0.25—Unverified
5Compressed 3D Gaussian SplattingLPIPS0.24—Unverified
6HAC 3DGSLPIPS0.23—Unverified
7Compact3DLPIPS0.23—Unverified
8Self-Organizing GaussiansLPIPS0.22—Unverified
93D Gaussian SplattingLPIPS0.21—Unverified
10LightGaussianLPIPS0.21—Unverified
#ModelMetricClaimedVerifiedStatus
1Deformable Beta SplattingPSNR34.66—Unverified
2Self-Organizing GaussiansPSNR33.7—Unverified
3I-NGPPSNR33.18—Unverified
4TensoRFPSNR33.14—Unverified
5K-Planes (hybrid)PSNR32.36—Unverified
6K-Planes (explicit)PSNR32.21—Unverified
7PlenoxelsPSNR31.71—Unverified
8JAXNeRFPSNR31.65—Unverified
9NeRFPSNR31—Unverified
10MobileNeRFPSNR30.9—Unverified
#ModelMetricClaimedVerifiedStatus
1TensoRF + NeRFLiX++PSNR29.24—Unverified
2TensoRF + NeRFLiXPSNR28.94—Unverified
3Plenoxels + NeRFLiXPSNR28.61—Unverified
4Self-Organizing GaussiansPSNR25.63—Unverified
5HAC 3DGSPSNR24.4—Unverified
6Compact3DPSNR23.47—Unverified
73D Gaussian SplattingPSNR23.14—Unverified
8Mip-NERF 360PSNR19.65—Unverified
9DIVeR + NeRFLiXSSIM0.92—Unverified
10C3DGSPSNR0.23—Unverified
#ModelMetricClaimedVerifiedStatus
1R3F-OracleAverage PSNR (dB)29.34—Unverified
2Zip-NeRFAverage PSNR (dB)26.11—Unverified
3R3FAverage PSNR (dB)24.95—Unverified
4Ray Deformation NetworkAverage PSNR (dB)23.13—Unverified
5Rose-NeRFAverage PSNR (dB)22.86—Unverified
6NeuSAverage PSNR (dB)19.62—Unverified
7SplatfactoAverage PSNR (dB)19.53—Unverified
8TNSRAverage PSNR (dB)18.64—Unverified
#ModelMetricClaimedVerifiedStatus
1HyperReelPSNR35.1—Unverified
2Instant NGPPSNR33.1—Unverified
3AdaNeRFPSNR30.9—Unverified
4NeRFPSNR30.9—Unverified
5DoNeRFPSNR30.8—Unverified
6TermiNeRFPSNR29.8—Unverified
#ModelMetricClaimedVerifiedStatus
1SAX-NeRFPSNR51.37—Unverified
2NAFPSNR38.81—Unverified
3TensoRFPSNR37.67—Unverified
4NeATPSNR36.01—Unverified
5NeRFPSNR32.49—Unverified
6InTomoPSNR31.96—Unverified
#ModelMetricClaimedVerifiedStatus
1Pixel-NeRF (env: Google Scan)PSNR14.59—Unverified
2Pixel-NeRF (env: Bricks)PSNR12.15—Unverified
3Pixel-NeRF (env: ABC)PSNR12.15—Unverified
4Pixel-NeRF (env: Amz. Ber.)PSNR12.13—Unverified
#ModelMetricClaimedVerifiedStatus
13DGEERPSNR31.5—Unverified
23DGUTPSNR30.64—Unverified
3EVERPSNR29.47—Unverified
4FisheyeGSPSNR27.81—Unverified
#ModelMetricClaimedVerifiedStatus
1impl.-nodepthFID42.88—Unverified
2hybridNLL5.34—Unverified
3impl.-catdepthSSIM0.42—Unverified
#ModelMetricClaimedVerifiedStatus
1StereoLayers (8 layers)LPIPS0.11—Unverified
2StereoLayers (2 layers)LPIPS0.1—Unverified
3StereoLayersLPIPS0.1—Unverified
#ModelMetricClaimedVerifiedStatus
1HDR-GSAverage PSNR38.37—Unverified
2HDR-NeRFAverage PSNR36.4—Unverified
#ModelMetricClaimedVerifiedStatus
1NeRFtrinsic FourAverage PSNR27.15—Unverified
2NeRF--Average PSNR23.92—Unverified
#ModelMetricClaimedVerifiedStatus
1HybridFID48.84—Unverified
2Impl.-depthNLL4.84—Unverified
#ModelMetricClaimedVerifiedStatus
1Gear-NeRFPSNR32.21—Unverified
#ModelMetricClaimedVerifiedStatus
1Self-Organizing GaussiansLPIPS0.26—Unverified
#ModelMetricClaimedVerifiedStatus
1Single NeRF + Share./Inst. NetLPIPS0.14—Unverified
#ModelMetricClaimedVerifiedStatus
1READAverage PSNR23.28—Unverified
#ModelMetricClaimedVerifiedStatus
1Multi-view to Novel ViewSSIM0.63—Unverified
#ModelMetricClaimedVerifiedStatus
1Single NeRF + Share./Inst. NetLPIPS0.02—Unverified
#ModelMetricClaimedVerifiedStatus
1Multi-view to Novel ViewSSIM0.92—Unverified
#ModelMetricClaimedVerifiedStatus
1Multi-view to Novel ViewSSIM0.9—Unverified
#ModelMetricClaimedVerifiedStatus
1Multi-view to Novel ViewSSIM0.7—Unverified