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 751800 of 1441 papers

TitleStatusHype
Denoising Diffusion via Image-Based Rendering0
ViewFusion: Learning Composable Diffusion Models for Novel View SynthesisCode1
4D-Rotor Gaussian Splatting: Towards Efficient Novel View Synthesis for Dynamic ScenesCode2
GaussianStyle: Gaussian Head Avatar via StyleGANCode0
StopThePop: Sorted Gaussian Splatting for View-Consistent Real-time RenderingCode3
360-GS: Layout-guided Panoramic Gaussian Splatting For Indoor Roaming0
SAGD: Boundary-Enhanced Segment Anything in 3D Gaussian via Gaussian DecompositionCode2
Advances in 3D Generation: A Survey0
3D Reconstruction and New View Synthesis of Indoor Environments based on a Dual Neural Radiance FieldCode1
RGBD Objects in the Wild: Scaling Real-World 3D Object Learning from RGB-D Videos0
IRIS: Inverse Rendering of Indoor Scenes from Low Dynamic Range Images0
Methods and strategies for improving the novel view synthesis quality of neural radiation field0
HG3-NeRF: Hierarchical Geometric, Semantic, and Photometric Guided Neural Radiance Fields for Sparse View Inputs0
Explaining the Implicit Neural Canvas: Connecting Pixels to Neurons by Tracing their Contributions0
GPAvatar: Generalizable and Precise Head Avatar from Image(s)Code4
ICON: Incremental CONfidence for Joint Pose and Radiance Field Optimization0
Objects With Lighting: A Real-World Dataset for Evaluating Reconstruction and Rendering for Object RelightingCode2
Efficient4D: Fast Dynamic 3D Object Generation from a Single-view VideoCode2
ProvNeRF: Modeling per Point Provenance in NeRFs as a Stochastic Field0
TRIPS: Trilinear Point Splatting for Real-Time Radiance Field RenderingCode4
Diffusion Priors for Dynamic View Synthesis from Monocular Videos0
Morphable Diffusion: 3D-Consistent Diffusion for Single-image Avatar CreationCode2
RustNeRF: Robust Neural Radiance Field with Low-Quality Images0
GES : Generalized Exponential Splatting for Efficient Radiance Field Rendering0
Differentiable Neural Surface Refinement for Modeling Transparent Objects0
Multi-Level Neural Scene Graphs for Dynamic Urban Environments0
R-Cyclic Diffuser: Reductive and Cyclic Latent Diffusion for 3D Clothed Human DigitalizationCode0
The More You See in 2D the More You Perceive in 3DCode2
Unifying Correspondence Pose and NeRF for Generalized Pose-Free Novel View Synthesis0
SplaTAM: Splat Track & Map 3D Gaussians for Dense RGB-D SLAM0
CORE-MPI: Consistency Object Removal with Embedding MultiPlane Image0
SPAD: Spatially Aware Multi-View Diffusers0
Batch Normalization Alleviates the Spectral Bias in Coordinate Networks0
GD^2-NeRF: Generative Detail Compensation via GAN and Diffusion for One-shot Generalizable Neural Radiance Fields0
Deblurring 3D Gaussian Splatting0
Sharp-NeRF: Grid-based Fast Deblurring Neural Radiance Fields Using Sharpness PriorCode1
Spacetime Gaussian Feature Splatting for Real-Time Dynamic View SynthesisCode2
iFusion: Inverting Diffusion for Pose-Free Reconstruction from Sparse ViewsCode1
City-on-Web: Real-time Neural Rendering of Large-scale Scenes on the WebCode1
DL3DV-10K: A Large-Scale Scene Dataset for Deep Learning-based 3D VisionCode2
fMPI: Fast Novel View Synthesis in the Wild with Layered Scene Representations0
3DGR-CT: Sparse-View CT Reconstruction with a 3D Gaussian Representation0
Deformable 3D Gaussian Splatting for Animatable Human Avatars0
DyBluRF: Dynamic Deblurring Neural Radiance Fields for Blurry Monocular Video0
NeRF-VO: Real-Time Sparse Visual Odometry with Neural Radiance Fields0
NeLF-Pro: Neural Light Field Probes for Multi-Scale Novel View Synthesis0
SWinGS: Sliding Windows for Dynamic 3D Gaussian Splatting0
Radar Fields: An Extension of Radiance Fields to SAR0
Compact 3D Scene Representation via Self-Organizing Gaussian GridsCode3
MixRT: Mixed Neural Representations For Real-Time NeRF Rendering0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1TensoRF + NeRFLiXPSNR27.39Unverified
2JAXNeRFPSNR26.92Unverified
3K-Planes (hybrid)PSNR26.92Unverified
4Plenoxels + NeRFLiXPSNR26.9Unverified
5K-Planes (explicit)PSNR26.78Unverified
6TensoRFPSNR26.73Unverified
7NeRFPSNR26.5Unverified
8PlenoxelsPSNR26.29Unverified
9HyperReelPSNR26.2Unverified
10MobileNeRFPSNR25.91Unverified
#ModelMetricClaimedVerifiedStatus
1NeRFLPIPS0.52Unverified
2MobileNeRFLPIPS0.47Unverified
3NeRF++LPIPS0.43Unverified
4C3DGSLPIPS0.25Unverified
5Compressed 3D Gaussian SplattingLPIPS0.24Unverified
6HAC 3DGSLPIPS0.23Unverified
7Compact3DLPIPS0.23Unverified
8Self-Organizing GaussiansLPIPS0.22Unverified
93D Gaussian SplattingLPIPS0.21Unverified
10LightGaussianLPIPS0.21Unverified
#ModelMetricClaimedVerifiedStatus
1Deformable Beta SplattingPSNR34.66Unverified
2Self-Organizing GaussiansPSNR33.7Unverified
3I-NGPPSNR33.18Unverified
4TensoRFPSNR33.14Unverified
5K-Planes (hybrid)PSNR32.36Unverified
6K-Planes (explicit)PSNR32.21Unverified
7PlenoxelsPSNR31.71Unverified
8JAXNeRFPSNR31.65Unverified
9NeRFPSNR31Unverified
10MobileNeRFPSNR30.9Unverified
#ModelMetricClaimedVerifiedStatus
1TensoRF + NeRFLiX++PSNR29.24Unverified
2TensoRF + NeRFLiXPSNR28.94Unverified
3Plenoxels + NeRFLiXPSNR28.61Unverified
4Self-Organizing GaussiansPSNR25.63Unverified
5HAC 3DGSPSNR24.4Unverified
6Compact3DPSNR23.47Unverified
73D Gaussian SplattingPSNR23.14Unverified
8Mip-NERF 360PSNR19.65Unverified
9DIVeR + NeRFLiXSSIM0.92Unverified
10C3DGSPSNR0.23Unverified
#ModelMetricClaimedVerifiedStatus
1R3F-OracleAverage PSNR (dB)29.34Unverified
2Zip-NeRFAverage PSNR (dB)26.11Unverified
3R3FAverage PSNR (dB)24.95Unverified
4Ray Deformation NetworkAverage PSNR (dB)23.13Unverified
5Rose-NeRFAverage PSNR (dB)22.86Unverified
6NeuSAverage PSNR (dB)19.62Unverified
7SplatfactoAverage PSNR (dB)19.53Unverified
8TNSRAverage PSNR (dB)18.64Unverified
#ModelMetricClaimedVerifiedStatus
1HyperReelPSNR35.1Unverified
2Instant NGPPSNR33.1Unverified
3AdaNeRFPSNR30.9Unverified
4NeRFPSNR30.9Unverified
5DoNeRFPSNR30.8Unverified
6TermiNeRFPSNR29.8Unverified
#ModelMetricClaimedVerifiedStatus
1SAX-NeRFPSNR51.37Unverified
2NAFPSNR38.81Unverified
3TensoRFPSNR37.67Unverified
4NeATPSNR36.01Unverified
5NeRFPSNR32.49Unverified
6InTomoPSNR31.96Unverified
#ModelMetricClaimedVerifiedStatus
1Pixel-NeRF (env: Google Scan)PSNR14.59Unverified
2Pixel-NeRF (env: Bricks)PSNR12.15Unverified
3Pixel-NeRF (env: ABC)PSNR12.15Unverified
4Pixel-NeRF (env: Amz. Ber.)PSNR12.13Unverified
#ModelMetricClaimedVerifiedStatus
13DGEERPSNR31.5Unverified
23DGUTPSNR30.64Unverified
3EVERPSNR29.47Unverified
4FisheyeGSPSNR27.81Unverified
#ModelMetricClaimedVerifiedStatus
1impl.-nodepthFID42.88Unverified
2hybridNLL5.34Unverified
3impl.-catdepthSSIM0.42Unverified
#ModelMetricClaimedVerifiedStatus
1StereoLayers (8 layers)LPIPS0.11Unverified
2StereoLayers (2 layers)LPIPS0.1Unverified
3StereoLayersLPIPS0.1Unverified
#ModelMetricClaimedVerifiedStatus
1HDR-GSAverage PSNR38.37Unverified
2HDR-NeRFAverage PSNR36.4Unverified
#ModelMetricClaimedVerifiedStatus
1NeRFtrinsic FourAverage PSNR27.15Unverified
2NeRF--Average PSNR23.92Unverified
#ModelMetricClaimedVerifiedStatus
1HybridFID48.84Unverified
2Impl.-depthNLL4.84Unverified
#ModelMetricClaimedVerifiedStatus
1Gear-NeRFPSNR32.21Unverified
#ModelMetricClaimedVerifiedStatus
1Self-Organizing GaussiansLPIPS0.26Unverified
#ModelMetricClaimedVerifiedStatus
1Single NeRF + Share./Inst. NetLPIPS0.14Unverified
#ModelMetricClaimedVerifiedStatus
1READAverage PSNR23.28Unverified
#ModelMetricClaimedVerifiedStatus
1Multi-view to Novel ViewSSIM0.63Unverified
#ModelMetricClaimedVerifiedStatus
1Single NeRF + Share./Inst. NetLPIPS0.02Unverified
#ModelMetricClaimedVerifiedStatus
1Multi-view to Novel ViewSSIM0.92Unverified
#ModelMetricClaimedVerifiedStatus
1Multi-view to Novel ViewSSIM0.9Unverified
#ModelMetricClaimedVerifiedStatus
1Multi-view to Novel ViewSSIM0.7Unverified