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 901–950 of 1441 papers

TitleStatusHype
DRAGON: Drone and Ground Gaussian Splatting for 3D Building Reconstruction—0
Pose-Free Generalizable Rendering Transformer—0
DreamAnywhere: Object-Centric Panoramic 3D Scene Generation—0
Drive-1-to-3: Enriching Diffusion Priors for Novel View Synthesis of Real Vehicles—0
Driving Scene Synthesis on Free-form Trajectories with Generative Prior—0
DroNeRF: Real-time Multi-agent Drone Pose Optimization for Computing Neural Radiance Fields—0
DropGaussian: Structural Regularization for Sparse-view Gaussian Splatting—0
DropoutGS: Dropping Out Gaussians for Better Sparse-view Rendering—0
D-TensoRF: Tensorial Radiance Fields for Dynamic Scenes—0
Dust to Tower: Coarse-to-Fine Photo-Realistic Scene Reconstruction from Sparse Uncalibrated Images—0
DWTNeRF: Boosting Few-shot Neural Radiance Fields via Discrete Wavelet Transform—0
DyBluRF: Dynamic Deblurring Neural Radiance Fields for Blurry Monocular Video—0
DyGASR: Dynamic Generalized Exponential Splatting with Surface Alignment for Accelerated 3D Mesh Reconstruction—0
Dynamic 3D Gaussian Fields for Urban Areas—0
Dynamic Multi-View Scene Reconstruction Using Neural Implicit Surface—0
Dynamic Neural Radiance Field From Defocused Monocular Video—0
Dynamic Scene Novel View Synthesis via Deferred Spatio-temporal Consistency—0
DynaMoDe-NeRF: Motion-aware Deblurring Neural Radiance Field for Dynamic Scenes—0
DynSUP: Dynamic Gaussian Splatting from An Unposed Image Pair—0
E-3DGS: Event-Based Novel View Rendering of Large-Scale Scenes Using 3D Gaussian Splatting—0
EasySplat: View-Adaptive Learning makes 3D Gaussian Splatting Easy—0
EBAD-Gaussian: Event-driven Bundle Adjusted Deblur Gaussian Splatting—0
EditableNeRF: Editing Topologically Varying Neural Radiance Fields by Key Points—0
Editing Implicit and Explicit Representations of Radiance Fields: A Survey—0
Efficient-3DiM: Learning a Generalizable Single-image Novel-view Synthesizer in One Day—0
Efficient 4D Gaussian Stream with Low Rank Adaptation—0
Efficient and accurate neural field reconstruction using resistive memory—0
Efficient Depth-Guided Urban View Synthesis—0
Efficient Neural Light Fields (ENeLF) for Mobile Devices—0
EG-HumanNeRF: Efficient Generalizable Human NeRF Utilizing Human Prior for Sparse View—0
Eikonal Fields for Refractive Novel-View Synthesis—0
Encoding Semantic Priors into the Weights of Implicit Neural Representation—0
EndoFlow-SLAM: Real-Time Endoscopic SLAM with Flow-Constrained Gaussian Splatting—0
End-to-end View Synthesis via NeRF Attention—0
Enhanced Stable View Synthesis—0
Enhancement of Novel View Synthesis Using Omnidirectional Image Completion—0
Enhancing 3D Gaussian Splatting Compression via Spatial Condition-based Prediction—0
Enhancing Interpretable Object Abstraction via Clustering-based Slot Initialization—0
Epipolar-Free 3D Gaussian Splatting for Generalizable Novel View Synthesis—0
ErpGS: Equirectangular Image Rendering enhanced with 3D Gaussian Regularization—0
ERUPT: Efficient Rendering with Unposed Patch Transformer—0
EVA-Gaussian: 3D Gaussian-based Real-time Human Novel View Synthesis under Diverse Camera Settings—0
EvaGaussians: Event Stream Assisted Gaussian Splatting from Blurry Images—0
Evaluating Human Perception of Novel View Synthesis: Subjective Quality Assessment of Gaussian Splatting and NeRF in Dynamic Scenes—0
RefinedFields: Radiance Fields Refinement for Unconstrained Scenes—0
Event3DGS: Event-Based 3D Gaussian Splatting for High-Speed Robot Egomotion—0
EventNeRF: Neural Radiance Fields from a Single Colour Event Camera—0
EventSplat: 3D Gaussian Splatting from Moving Event Cameras for Real-time Rendering—0
EVER: Exact Volumetric Ellipsoid Rendering for Real-time View Synthesis—0
Ev-GS: Event-based Gaussian splatting for Efficient and Accurate Radiance Field Rendering—0
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All datasetsLLFFMip-NeRF 360NeRFTanks and TemplesRefRefDONeRF: Evaluation DatasetX3DRTMVScanNetACIDSWORDHDR-GS

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1TensoRF + NeRFLiXPSNR27.39—Unverified
2K-Planes (hybrid)PSNR26.92—Unverified
3JAXNeRFPSNR26.92—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
103DGEERLPIPS0.21—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