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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1051–1100 of 1441 papers

TitleStatusHype
SPAD: Spatially Aware Multi-View Diffusers—0
Multi-Level Neural Scene Graphs for Dynamic Urban Environments—0
Unifying Correspondence Pose and NeRF for Generalized Pose-Free Novel View Synthesis—0
CORE-MPI: Consistency Object Removal with Embedding MultiPlane Image—0
GD^2-NeRF: Generative Detail Compensation via GAN and Diffusion for One-shot Generalizable Neural Radiance Fields—0
Differentiable Neural Surface Refinement for Modeling Transparent Objects—0
R-Cyclic Diffuser: Reductive and Cyclic Latent Diffusion for 3D Clothed Human DigitalizationCode0
Batch Normalization Alleviates the Spectral Bias in Coordinate Networks—0
Deblurring 3D Gaussian Splatting—0
SplaTAM: Splat Track & Map 3D Gaussians for Dense RGB-D SLAM—0
GES : Generalized Exponential Splatting for Efficient Radiance Field Rendering—0
fMPI: Fast Novel View Synthesis in the Wild with Layered Scene Representations—0
3DGR-CT: Sparse-View CT Reconstruction with a 3D Gaussian Representation—0
Deformable 3D Gaussian Splatting for Animatable Human Avatars—0
DyBluRF: Dynamic Deblurring Neural Radiance Fields for Blurry Monocular Video—0
NeRF-VO: Real-Time Sparse Visual Odometry with Neural Radiance Fields—0
Radar Fields: An Extension of Radiance Fields to SAR—0
SWinGS: Sliding Windows for Dynamic 3D Gaussian Splatting—0
NeLF-Pro: Neural Light Field Probes for Multi-Scale Novel View Synthesis—0
MixRT: Mixed Neural Representations For Real-Time NeRF Rendering—0
T-Code: Simple Temporal Latent Code for Efficient Dynamic View Synthesis—0
GauFRe: Gaussian Deformation Fields for Real-time Dynamic Novel View Synthesis—0
PNeRFLoc: Visual Localization with Point-based Neural Radiance Fields—0
SLS4D: Sparse Latent Space for 4D Novel View Synthesis—0
RANRAC: Robust Neural Scene Representations via Random Ray Consensus—0
CF-NeRF: Camera Parameter Free Neural Radiance Fields with Incremental Learning—0
VaLID: Variable-Length Input Diffusion for Novel View Synthesis—0
Neural Radiance Fields for Transparent Object Using Visual Hull—0
Global Latent Neural Rendering—0
Novel View Synthesis with View-Dependent Effects from a Single Image—0
NViST: In the Wild New View Synthesis from a Single Image with Transformers—0
SMERF: Streamable Memory Efficient Radiance Fields for Real-Time Large-Scene Exploration—0
UpFusion: Novel View Diffusion from Unposed Sparse View Observations—0
NeVRF: Neural Video-based Radiance Fields for Long-duration Sequences—0
Towards 4D Human Video StylizationCode0
Multi-View Unsupervised Image Generation with Cross Attention Guidance—0
Artist-Friendly Relightable and Animatable Neural Heads—0
ReconFusion: 3D Reconstruction with Diffusion Priors—0
ColonNeRF: High-Fidelity Neural Reconstruction of Long Colonoscopy—0
Re-Nerfing: Improving Novel View Synthesis through Novel View Synthesis—0
Fast View Synthesis of Casual Videos with Soup-of-Planes—0
Instant Uncertainty Calibration of NeRFs Using a Meta-CalibratorCode0
WavePlanes: Compact Hex Planes for Dynamic Novel View SynthesisCode0
ViVid-1-to-3: Novel View Synthesis with Video Diffusion Models—0
SANeRF-HQ: Segment Anything for NeRF in High Quality—0
RefinedFields: Radiance Fields Refinement for Unconstrained Scenes—0
DeformGS: Scene Flow in Highly Deformable Scenes for Deformable Object Manipulation—0
Periodic Vibration Gaussian: Dynamic Urban Scene Reconstruction and Real-time Rendering—0
SparseGS: Real-Time 360° Sparse View Synthesis using Gaussian SplattingCode0
UC-NeRF: Neural Radiance Field for Under-Calibrated Multi-view Cameras in Autonomous Driving—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