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 401450 of 1441 papers

TitleStatusHype
3D GAN Inversion with Pose OptimizationCode1
X-NeRF: Explicit Neural Radiance Field for Multi-Scene 360^ Insufficient RGB-D ViewsCode1
IntrinsicNeRF: Learning Intrinsic Neural Radiance Fields for Editable Novel View SynthesisCode1
Structure-Aware NeRF without Posed Camera via Epipolar ConstraintCode1
SymmNeRF: Learning to Explore Symmetry Prior for Single-View View SynthesisCode1
NAF: Neural Attenuation Fields for Sparse-View CBCT ReconstructionCode1
ActiveNeRF: Learning where to See with Uncertainty EstimationCode1
PixTrack: Precise 6DoF Object Pose Tracking using NeRF Templates and Feature-metric AlignmentCode1
Fast Learning Radiance Fields by Shooting Much Fewer RaysCode1
Neural Mesh-Based GraphicsCode1
Object-Compositional Neural Implicit SurfacesCode1
Vision Transformer for NeRF-Based View Synthesis from a Single Input ImageCode1
NeuralPassthrough: Learned Real-Time View Synthesis for VRCode1
Aug-NeRF: Training Stronger Neural Radiance Fields with Triple-Level Physically-Grounded AugmentationsCode1
HM3D-ABO: A Photo-realistic Dataset for Object-centric Multi-view 3D ReconstructionCode1
FWD: Real-time Novel View Synthesis with Forward Warping and DepthCode1
VoxGRAF: Fast 3D-Aware Image Synthesis with Sparse Voxel GridsCode1
DeVRF: Fast Deformable Voxel Radiance Fields for Dynamic ScenesCode1
Decomposing NeRF for Editing via Feature Field DistillationCode1
SymFormer: End-to-end symbolic regression using transformer-based architectureCode1
Novel View Synthesis for High-fidelity Headshot ScenesCode1
SAMURAI: Shape And Material from Unconstrained Real-world Arbitrary Image collectionsCode1
Differentiable Point-Based Radiance Fields for Efficient View SynthesisCode1
V4d: voxel for 4d novel view synthesisCode1
Remote Sensing Novel View Synthesis with Implicit Multiplane RepresentationsCode1
NeurMiPs: Neural Mixture of Planar Experts for View SynthesisCode1
Real-Time Neural Character Rendering with Pose-Guided Multiplane ImagesCode1
Generalizable Neural Performer: Learning Robust Radiance Fields for Human Novel View SynthesisCode1
GARF: Gaussian Activated Radiance Fields for High Fidelity Reconstruction and Pose EstimationCode1
Unified Implicit Neural StylizationCode1
DFNet: Enhance Absolute Pose Regression with Direct Feature MatchingCode1
R2L: Distilling Neural Radiance Field to Neural Light Field for Efficient Novel View SynthesisCode1
NPBG++: Accelerating Neural Point-Based GraphicsCode1
Test-time Adaptation with Slot-Centric ModelsCode1
Look Outside the Room: Synthesizing A Consistent Long-Term 3D Scene Video from A Single ImageCode1
Intrinsic Neural Fields: Learning Functions on ManifoldsCode1
From data to functa: Your data point is a function and you can treat it like oneCode1
InfoNeRF: Ray Entropy Minimization for Few-Shot Neural Volume RenderingCode1
Dense Depth Priors for Neural Radiance Fields from Sparse Input ViewsCode1
MoFaNeRF: Morphable Facial Neural Radiance FieldCode1
NeRF-SR: High-Quality Neural Radiance Fields using SupersamplingCode1
Efficient Neural Radiance Fields for Interactive Free-viewpoint VideoCode1
Hallucinated Neural Radiance Fields in the WildCode1
360MonoDepth: High-Resolution 360° Monocular Depth EstimationCode1
HDR-NeRF: High Dynamic Range Neural Radiance FieldsCode1
Deblur-NeRF: Neural Radiance Fields from Blurry ImagesCode1
GeoNeRF: Generalizing NeRF with Geometry PriorsCode1
Scene Representation Transformer: Geometry-Free Novel View Synthesis Through Set-Latent Scene RepresentationsCode1
Human Pose Manipulation and Novel View Synthesis using Differentiable RenderingCode1
Neural-PIL: Neural Pre-Integrated Lighting for Reflectance DecompositionCode1
Show:102550
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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