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 301350 of 1441 papers

TitleStatusHype
iFusion: Inverting Diffusion for Pose-Free Reconstruction from Sparse ViewsCode1
City-on-Web: Real-time Neural Rendering of Large-scale Scenes on the WebCode1
SinMPI: Novel View Synthesis from a Single Image with Expanded Multiplane ImagesCode1
SlimmeRF: Slimmable Radiance FieldsCode1
TIFace: Improving Facial Reconstruction through Tensorial Radiance Fields and Implicit SurfacesCode1
ColNeRF: Collaboration for Generalizable Sparse Input Neural Radiance FieldCode1
Unifying Correspondence, Pose and NeRF for Pose-Free Novel View Synthesis from Stereo PairsCode1
NVS-Adapter: Plug-and-Play Novel View Synthesis from a Single ImageCode1
NVFi: Neural Velocity Fields for 3D Physics Learning from Dynamic VideosCode1
CorresNeRF: Image Correspondence Priors for Neural Radiance FieldsCode1
Learning Naturally Aggregated Appearance for Efficient 3D EditingCode1
MuVieCAST: Multi-View Consistent Artistic Style TransferCode1
GIR: 3D Gaussian Inverse Rendering for Relightable Scene FactorizationCode1
Free3D: Consistent Novel View Synthesis without 3D RepresentationCode1
DreamComposer: Controllable 3D Object Generation via Multi-View ConditionsCode1
Self-Evolving Neural Radiance FieldsCode1
Language Embedded 3D Gaussians for Open-Vocabulary Scene UnderstandingCode1
SODA: Bottleneck Diffusion Models for Representation LearningCode1
LiveNVS: Neural View Synthesis on Live RGB-D StreamsCode1
HawkI: Homography & Mutual Information Guidance for 3D-free Single Image to Aerial ViewCode1
Animatable 3D Gaussian: Fast and High-Quality Reconstruction of Multiple Human AvatarsCode1
Coordinate-Aware Modulation for Neural FieldsCode1
OmniSeg3D: Omniversal 3D Segmentation via Hierarchical Contrastive LearningCode1
VET: Visual Error Tomography for Point Cloud Completion and High-Quality Neural RenderingCode1
UP-NeRF: Unconstrained Pose-Prior-Free Neural Radiance FieldsCode1
IDDR-NGP: Incorporating Detectors for Distractors Removal with Instant Neural Radiance FieldCode1
Relit-NeuLF: Efficient Relighting and Novel View Synthesis via Neural 4D Light FieldCode1
GTA: A Geometry-Aware Attention Mechanism for Multi-View TransformersCode1
Point-Based Radiance Fields for Controllable Human Motion SynthesisCode1
USB-NeRF: Unrolling Shutter Bundle Adjusted Neural Radiance FieldsCode1
LEAP: Liberate Sparse-view 3D Modeling from Camera PosesCode1
Multi-task View Synthesis with Neural Radiance FieldsCode1
ReShader: View-Dependent Highlights for Single Image View-SynthesisCode1
ExBluRF: Efficient Radiance Fields for Extreme Motion Blurred ImagesCode1
DynaMoN: Motion-Aware Fast and Robust Camera Localization for Dynamic Neural Radiance FieldsCode1
Robust e-NeRF: NeRF from Sparse & Noisy Events under Non-Uniform MotionCode1
Dynamic NeRFs for Soccer ScenesCode1
SyncDreamer: Generating Multiview-consistent Images from a Single-view ImageCode1
TiAVox: Time-aware Attenuation Voxels for Sparse-view 4D DSA ReconstructionCode1
Enhancing NeRF akin to Enhancing LLMs: Generalizable NeRF Transformer with Mixture-of-View-ExpertsCode1
DReg-NeRF: Deep Registration for Neural Radiance FieldsCode1
Ref-DVGO: Reflection-Aware Direct Voxel Grid Optimization for an Improved Quality-Efficiency Trade-Off in Reflective Scene ReconstructionCode1
Replay: Multi-modal Multi-view Acted Videos for Casual HolographyCode1
Urban Radiance Field Representation with Deformable Neural Mesh PrimitivesCode1
NVDS+: Towards Efficient and Versatile Neural Stabilizer for Video Depth EstimationCode1
Cross-Ray Neural Radiance Fields for Novel-view Synthesis from Unconstrained Image CollectionsCode1
NEAT: Distilling 3D Wireframes from Neural Attraction FieldsCode1
FlipNeRF: Flipped Reflection Rays for Few-shot Novel View SynthesisCode1
From NeRFLiX to NeRFLiX++: A General NeRF-Agnostic Restorer ParadigmCode1
NeRFool: Uncovering the Vulnerability of Generalizable Neural Radiance Fields against Adversarial PerturbationsCode1
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Benchmark Results

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