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

Showing 1301–1350 of 1441 papers

TitleStatusHype
WildFusion: Learning 3D-Aware Latent Diffusion Models in View Space—0
Wild-GS: Real-Time Novel View Synthesis from Unconstrained Photo Collections—0
wildNeRF: Complete view synthesis of in-the-wild dynamic scenes captured using sparse monocular data—0
WonderHuman: Hallucinating Unseen Parts in Dynamic 3D Human Reconstruction—0
XLD: A Cross-Lane Dataset for Benchmarking Novel Driving View Synthesis—0
XScale-NVS: Cross-Scale Novel View Synthesis with Hash Featurized Manifold—0
Zero123-6D: Zero-shot Novel View Synthesis for RGB Category-level 6D Pose Estimation—0
Zero-Shot Novel View and Depth Synthesis with Multi-View Geometric Diffusion—0
Zero-to-Hero: Enhancing Zero-Shot Novel View Synthesis via Attention Map Filtering—0
Sparse Input View Synthesis: 3D Representations and Reliable Priors—0
Sparse Pose Trajectory Completion—0
3DGR-CT: Sparse-View CT Reconstruction with a 3D Gaussian Representation—0
Sparse-view Pose Estimation and Reconstruction via Analysis by Generative Synthesis—0
SparSplat: Fast Multi-View Reconstruction with Generalizable 2D Gaussian Splatting—0
SpatialCrafter: Unleashing the Imagination of Video Diffusion Models for Scene Reconstruction from Limited Observations—0
SpatialDreamer: Self-supervised Stereo Video Synthesis from Monocular Input—0
SpatialMe: Stereo Video Conversion Using Depth-Warping and Blend-Inpainting—0
SPC to 3D: Novel View Synthesis from Binary SPC via I2I translation—0
SpecGaussian with Latent Features: A High-quality Modeling of the View-dependent Appearance for 3D Gaussian Splatting—0
Spectral-GS: Taming 3D Gaussian Splatting with Spectral Entropy—0
SPIDR: SDF-based Neural Point Fields for Illumination and Deformation—0
SpikeGen: Generative Framework for Visual Spike Stream Processing—0
SpikeGS: 3D Gaussian Splatting from Spike Streams with High-Speed Camera Motion—0
SpikeNVS: Enhancing Novel View Synthesis from Blurry Images via Spike Camera—0
SPIn-NeRF: Multiview Segmentation and Perceptual Inpainting with Neural Radiance Fields—0
SplaTAM: Splat Track & Map 3D Gaussians for Dense RGB-D SLAM—0
Splat and Replace: 3D Reconstruction with Repetitive Elements—0
SplatFace: Gaussian Splat Face Reconstruction Leveraging an Optimizable Surface—0
Splatfacto-W: A Nerfstudio Implementation of Gaussian Splatting for Unconstrained Photo Collections—0
SplatFlow: Self-Supervised Dynamic Gaussian Splatting in Neural Motion Flow Field for Autonomous Driving—0
Splatt3R: Zero-shot Gaussian Splatting from Uncalibrated Image Pairs—0
SplineGS: Robust Motion-Adaptive Spline for Real-Time Dynamic 3D Gaussians from Monocular Video—0
Spurfies: Sparse Surface Reconstruction using Local Geometry Priors—0
StableGS: A Floater-Free Framework for 3D Gaussian Splatting—0
Stable Surface Regularization for Fast Few-Shot NeRF—0
State of the Art on Neural Rendering—0
Steepest Descent Density Control for Compact 3D Gaussian Splatting—0
SteerNeRF: Accelerating NeRF Rendering via Smooth Viewpoint Trajectory—0
Stereo Magnification with Multi-Layer Images—0
Stereo Unstructured Magnification: Multiple Homography Image for View Synthesis—0
0/1 Deep Neural Networks via Block Coordinate Descent—0
Stratified Labeling for Surface Consistent Parallax Correction and Occlusion Completion—0
StreamGS: Online Generalizable Gaussian Splatting Reconstruction for Unposed Image Streams—0
StreetCrafter: Street View Synthesis with Controllable Video Diffusion Models—0
StreetSurfGS: Scalable Urban Street Surface Reconstruction with Planar-based Gaussian Splatting—0
StructGS: Adaptive Spherical Harmonics and Rendering Enhancements for Superior 3D Gaussian Splatting—0
StructNeRF: Neural Radiance Fields for Indoor Scenes with Structural Hints—0
Structured 3D Features for Reconstructing Controllable Avatars—0
Style and Pose Control for Image Synthesis of Humans from a Single Monocular View—0
SparseGS: Real-Time 360° Sparse View Synthesis using Gaussian SplattingCode0
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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