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 651700 of 1441 papers

TitleStatusHype
BOGausS: Better Optimized Gaussian Splatting0
GANeRF: Leveraging Discriminators to Optimize Neural Radiance Fields0
GameIR: A Large-Scale Synthesized Ground-Truth Dataset for Image Restoration over Gaming Content0
GAF: Gaussian Avatar Reconstruction from Monocular Videos via Multi-view Diffusion0
G2SDF: Surface Reconstruction from Explicit Gaussians with Implicit SDFs0
FusionRF: High-Fidelity Satellite Neural Radiance Fields from Multispectral and Panchromatic Acquisitions0
Fully Explicit Dynamic Gaussian Splatting0
Deep Multi Depth Panoramas for View Synthesis0
BodyMap: Learning Full-Body Dense Correspondence Map0
BluNF: Blueprint Neural Field0
3DMM-RF: Convolutional Radiance Fields for 3D Face Modeling0
2DGH: 2D Gaussian-Hermite Splatting for High-quality Rendering and Better Geometry Reconstruction0
FSViewFusion: Few-Shots View Generation of Novel Objects0
Deeply Supervised Depth Map Super-Resolution as Novel View Synthesis0
FrugalNeRF: Fast Convergence for Few-shot Novel View Synthesis without Learned Priors0
FrugalNeRF: Fast Convergence for Extreme Few-shot Novel View Synthesis without Learned Priors0
Deep Learning based Novel View Synthesis0
From Chaos to Clarity: 3DGS in the Dark0
Deep Learning at the Intersection: Certified Robustness as a Tool for 3D Vision0
Binocular-Guided 3D Gaussian Splatting with View Consistency for Sparse View Synthesis0
Frequency-Aware Gaussian Splatting Decomposition0
Deep 3D-Zoom Net: Unsupervised Learning of Photo-Realistic 3D-Zoom0
FreGS: 3D Gaussian Splatting with Progressive Frequency Regularization0
FreeVS: Generative View Synthesis on Free Driving Trajectory0
Decoupling Appearance Variations with 3D Consistent Features in Gaussian Splatting0
FreeStyleGAN: Free-view Editable Portrait Rendering with the Camera Manifold0
Deceptive-NeRF/3DGS: Diffusion-Generated Pseudo-Observations for High-Quality Sparse-View Reconstruction0
Bilateral Guided Radiance Field Processing0
Advances in 3D Generation: A Survey0
3DiffTection: 3D Object Detection with Geometry-Aware Diffusion Features0
Deblurring Neural Radiance Fields with Event-driven Bundle Adjustment0
Free360: Layered Gaussian Splatting for Unbounded 360-Degree View Synthesis from Extremely Sparse and Unposed Views0
FrameNeRF: A Simple and Efficient Framework for Few-shot Novel View Synthesis0
Deblurring 3D Gaussian Splatting0
BiGS: Bidirectional Gaussian Primitives for Relightable 3D Gaussian Splatting0
Forward Flow for Novel View Synthesis of Dynamic Scenes0
fMPI: Fast Novel View Synthesis in the Wild with Layered Scene Representations0
FluidNexus: 3D Fluid Reconstruction and Prediction from a Single Video0
BeyondPixels: A Comprehensive Review of the Evolution of Neural Radiance Fields0
Flow supervision for Deformable NeRF0
FlowR: Flowing from Sparse to Dense 3D Reconstructions0
DeblurGS: Gaussian Splatting for Camera Motion Blur0
Flow-NeRF: Joint Learning of Geometry, Poses, and Dense Flow within Unified Neural Representations0
Beyond Gaussians: Fast and High-Fidelity 3D Splatting with Linear Kernels0
FlowIBR: Leveraging Pre-Training for Efficient Neural Image-Based Rendering of Dynamic Scenes0
Flow Distillation Sampling: Regularizing 3D Gaussians with Pre-trained Matching Priors0
FLex: Joint Pose and Dynamic Radiance Fields Optimization for Stereo Endoscopic Videos0
Learning Implicit Body Representations from Double Diffusion Based Neural Radiance Fields0
Better Together: Unified Motion Capture and 3D Avatar Reconstruction0
Adjustable Visual Appearance for Generalizable Novel View Synthesis0
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