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 1351–1400 of 1441 papers

TitleStatusHype
Multi-style Neural Radiance Field with AdaINCode0
SLAM&Render: A Benchmark for the Intersection Between Neural Rendering, Gaussian Splatting and SLAMCode0
Visibility-Uncertainty-guided 3D Gaussian Inpainting via Scene Conceptional LearningCode0
Gaussian Splatting in Mirrors: Reflection-Aware Rendering via Virtual Camera OptimizationCode0
Mirror-3DGS: Incorporating Mirror Reflections into 3D Gaussian SplattingCode0
Self-supervised novel 2D view synthesis of large-scale scenes with efficient multi-scale voxel carvingCode0
Deferred Neural Rendering: Image Synthesis using Neural TexturesCode0
Spatial Annealing for Efficient Few-shot Neural RenderingCode0
ManifoldNeRF: View-dependent Image Feature Supervision for Few-shot Neural Radiance FieldsCode0
TextureSplat: Per-Primitive Texture Mapping for Reflective Gaussian SplattingCode0
CrossModalityDiffusion: Multi-Modal Novel View Synthesis with Unified Intermediate RepresentationCode0
Locally Stylized Neural Radiance FieldsCode0
Local Light Field Fusion: Practical View Synthesis with Prescriptive Sampling GuidelinesCode0
Gaussian Process Priors for View-Aware InferenceCode0
Self-Calibrating 4D Novel View Synthesis from Monocular Videos Using Gaussian SplattingCode0
Light Field Neural RenderingCode0
Learning with Unreliability: Fast Few-shot Voxel Radiance Fields with Relative Geometric ConsistencyCode0
GaussianForest: Hierarchical-Hybrid 3D Gaussian Splatting for Compressed Scene ModelingCode0
SpikeGS: Learning 3D Gaussian Fields from Continuous Spike StreamCode0
Learning-by-Novel-View-Synthesis for Full-Face Appearance-Based 3D Gaze EstimationCode0
Knowledge NeRF: Few-shot Novel View Synthesis for Dynamic Articulated ObjectsCode0
Scene Representation Networks: Continuous 3D-Structure-Aware Neural Scene RepresentationsCode0
Advancing Adversarial Robustness in GNeRFs: The IL2-NeRF AttackCode0
IPA-NeRF: Illusory Poisoning Attack Against Neural Radiance FieldsCode0
CombiNeRF: A Combination of Regularization Techniques for Few-Shot Neural Radiance Field View SynthesisCode0
Towards 4D Human Video StylizationCode0
S^2NeRF: Privacy-preserving Training Framework for NeRFCode0
Towards the Spectral bias Alleviation by Normalizations in Coordinate NetworksCode0
S2D-LFE: Sparse-to-Dense Light Field Event GenerationCode0
SplatPose+: Real-time Image-Based Pose-Agnostic 3D Anomaly DetectionCode0
CLNeRF: Continual Learning Meets NeRFCode0
3iGS: Factorised Tensorial Illumination for 3D Gaussian SplattingCode0
Future Urban Scenes Generation Through Vehicles SynthesisCode0
Rotationally-Temporally Consistent Novel View Synthesis of Human Performance VideoCode0
Transformable Bottleneck NetworksCode0
Transformation-Grounded Image Generation Network for Novel 3D View SynthesisCode0
EpipolarNVS: leveraging on Epipolar geometry for single-image Novel View SynthesisCode0
DeepVoxels: Learning Persistent 3D Feature EmbeddingsCode0
GaussianStyle: Gaussian Head Avatar via StyleGANCode0
Stereo Magnification: Learning View Synthesis using Multiplane ImagesCode0
AG-NeRF: Attention-guided Neural Radiance Fields for Multi-height Large-scale Outdoor Scene RenderingCode0
IntraTomo: Self-Supervised Learning-Based Tomography via Sinogram Synthesis and PredictionCode0
Inter3D: A Benchmark and Strong Baseline for Human-Interactive 3D Object ReconstructionCode0
Robust 2D/3D Vehicle Parsing in Arbitrary Camera Views for CVISCode0
InstantGeoAvatar: Effective Geometry and Appearance Modeling of Animatable Avatars from Monocular VideoCode0
Deep Blending for Free-Viewpoint Image-Based-RenderingCode0
RGB-D Mapping and Tracking in a Plenoxel Radiance FieldCode0
Instant Uncertainty Calibration of NeRFs Using a Meta-CalibratorCode0
RegNeRF: Regularizing Neural Radiance Fields for View Synthesis from Sparse InputsCode0
DDNeRF: Depth Distribution Neural Radiance FieldsCode0
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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