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 601–650 of 1441 papers

TitleStatusHype
Forward Flow for Novel View Synthesis of Dynamic Scenes—0
fMPI: Fast Novel View Synthesis in the Wild with Layered Scene Representations—0
FluidNexus: 3D Fluid Reconstruction and Prediction from a Single Video—0
BeyondPixels: A Comprehensive Review of the Evolution of Neural Radiance Fields—0
Flow supervision for Deformable NeRF—0
FlowR: Flowing from Sparse to Dense 3D Reconstructions—0
DeblurGS: Gaussian Splatting for Camera Motion Blur—0
Flow-NeRF: Joint Learning of Geometry, Poses, and Dense Flow within Unified Neural Representations—0
Beyond Gaussians: Fast and High-Fidelity 3D Splatting with Linear Kernels—0
FlowIBR: Leveraging Pre-Training for Efficient Neural Image-Based Rendering of Dynamic Scenes—0
Flow Distillation Sampling: Regularizing 3D Gaussians with Pre-trained Matching Priors—0
Learning Implicit Body Representations from Double Diffusion Based Neural Radiance Fields—0
FLex: Joint Pose and Dynamic Radiance Fields Optimization for Stereo Endoscopic Videos—0
Better Together: Unified Motion Capture and 3D Avatar Reconstruction—0
Adjustable Visual Appearance for Generalizable Novel View Synthesis—0
360Roam: Real-Time Indoor Roaming Using Geometry-Aware 360^ Radiance Fields—0
Flexible Techniques for Differentiable Rendering with 3D Gaussians—0
FlexGS: Train Once, Deploy Everywhere with Many-in-One Flexible 3D Gaussian Splatting—0
Flash-Splat: 3D Reflection Removal with Flash Cues and Gaussian Splats—0
DBMovi-GS: Dynamic View Synthesis from Blurry Monocular Video via Sparse-Controlled Gaussian Splatting—0
Betsu-Betsu: Multi-View Separable 3D Reconstruction of Two Interacting Objects—0
FLARE: Feed-forward Geometry, Appearance and Camera Estimation from Uncalibrated Sparse Views—0
FLAME-in-NeRF: Neural control of Radiance Fields for Free View Face Animation—0
DART: Implicit Doppler Tomography for Radar Novel View Synthesis—0
FLAME-in-NeRF : Neural control of Radiance Fields for Free View Face Animation—0
Fixing the Perspective: A Critical Examination of Zero-1-to-3—0
Adaptive Shells for Efficient Neural Radiance Field Rendering—0
Adaptive Multiplane Image Generation from a Single Internet Picture—0
Fisheye-GS: Lightweight and Extensible Gaussian Splatting Module for Fisheye Cameras—0
FIORD: A Fisheye Indoor-Outdoor Dataset with LIDAR Ground Truth for 3D Scene Reconstruction and Benchmarking—0
Finding Waldo: Towards Efficient Exploration of NeRF Scene Spaces—0
FewViewGS: Gaussian Splatting with Few View Matching and Multi-stage Training—0
DaRePlane: Direction-aware Representations for Dynamic Scene Reconstruction—0
FewShotNeRF: Meta-Learning-based Novel View Synthesis for Rapid Scene-Specific Adaptation—0
DaReNeRF: Direction-aware Representation for Dynamic Scenes—0
Few-shot NeRF by Adaptive Rendering Loss Regularization—0
Feed-Forward Bullet-Time Reconstruction of Dynamic Scenes from Monocular Videos—0
D3DR: Lighting-Aware Object Insertion in Gaussian Splatting—0
Benchmarking Robustness in Neural Radiance Fields—0
Forecasting Future Videos from Novel Views via Disentangled 3D Scene Representation—0
CVT-xRF: Contrastive In-Voxel Transformer for 3D Consistent Radiance Fields from Sparse Inputs—0
Feat2GS: Probing Visual Foundation Models with Gaussian Splatting—0
Batch Normalization Alleviates the Spectral Bias in Coordinate Networks—0
BLiRF: Bandlimited Radiance Fields for Dynamic Scene Modeling—0
Fast View Synthesis with Deep Stereo Vision—0
CustomNet: Zero-shot Object Customization with Variable-Viewpoints in Text-to-Image Diffusion Models—0
Fast View Synthesis of Casual Videos with Soup-of-Planes—0
Fast Training of Neural Lumigraph Representations using Meta Learning—0
CTRL-GS: Cascaded Temporal Residue Learning for 4D Gaussian Splatting—0
Adaptive and Temporally Consistent Gaussian Surfels for Multi-view Dynamic Reconstruction—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