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

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Showing 1101–1150 of 1441 papers

TitleStatusHype
Free-Viewpoint RGB-D Human Performance Capture and Rendering—0
Hyb-NeRF: A Multiresolution Hybrid Encoding for Neural Radiance Fields—0
Hybrid Rendering for Multimodal Autonomous Driving: Merging Neural and Physics-Based Simulation—0
HyperGS: Hyperspectral 3D Gaussian Splatting—0
HyperINR: A Fast and Predictive Hypernetwork for Implicit Neural Representations via Knowledge Distillation—0
I2-SDF: Intrinsic Indoor Scene Reconstruction and Editing via Raytracing in Neural SDFs—0
ICE-NeRF: Interactive Color Editing of NeRFs via Decomposition-Aware Weight Optimization—0
ICON: Incremental CONfidence for Joint Pose and Radiance Field Optimization—0
IGNOR: Image-guided Neural Object Rendering—0
im2nerf: Image to Neural Radiance Field in the Wild—0
Image-based Synthesis and Re-Synthesis of Viewpoints Guided by 3D Models—0
Image Compression Using Novel View Synthesis Priors—0
Implicit Gaussian Splatting with Efficient Multi-Level Tri-Plane Representation—0
Improved Neural Radiance Fields Using Pseudo-depth and Fusion—0
Improved Positional Encoding for Implicit Neural Representation based Compact Data Representation—0
Improving 3D-aware Image Synthesis with A Geometry-aware Discriminator—0
Improving Geometric Consistency for 360-Degree Neural Radiance Fields in Indoor Scenarios—0
Improving NeRF Quality by Progressive Camera Placement for Unrestricted Navigation in Complex Environments—0
InFusion: Inpainting 3D Gaussians via Learning Depth Completion from Diffusion Prior—0
INGeo: Accelerating Instant Neural Scene Reconstruction with Noisy Geometry Priors—0
INPC: Implicit Neural Point Clouds for Radiance Field Rendering—0
Instant Continual Learning of Neural Radiance Fields—0
Instant-NVR: Instant Neural Volumetric Rendering for Human-object Interactions from Monocular RGBD Stream—0
InteractAvatar: Modeling Hand-Face Interaction in Photorealistic Avatars with Deformable Gaussians—0
IntrinsicNGP: Intrinsic Coordinate based Hash Encoding for Human NeRF—0
Intrinsic PAPR for Point-level 3D Scene Albedo and Shading Editing—0
iNVS: Repurposing Diffusion Inpainters for Novel View Synthesis—0
IOVS4NeRF:Incremental Optimal View Selection for Large-Scale NeRFs—0
IReNe: Instant Recoloring of Neural Radiance Fields—0
IRIS: Inverse Rendering of Indoor Scenes from Low Dynamic Range Images—0
Pseudo-Generalized Dynamic View Synthesis from a Video—0
Is Vanilla MLP in Neural Radiance Field Enough for Few-shot View Synthesis?—0
IXGS-Intraoperative 3D Reconstruction from Sparse, Arbitrarily Posed Real X-rays—0
Joint Optimization of Neural Radiance Fields and Continuous Camera Motion from a Monocular Video—0
KeyGS: A Keyframe-Centric Gaussian Splatting Method for Monocular Image Sequences—0
Laser: Latent Set Representations for 3D Generative Modeling—0
Learning autonomous driving from aerial imagery—0
Learning A Zero-shot Occupancy Network from Vision Foundation Models via Self-supervised Adaptation—0
Learning Detailed Radiance Manifolds for High-Fidelity and 3D-Consistent Portrait Synthesis from Monocular Image—0
Learning Dynamic View Synthesis With Few RGBD Cameras—0
Learning Generalizable Feature Fields for Mobile Manipulation—0
Learning Generalizable Light Field Networks from Few Images—0
Learning Global Spatial Information for Multi-View Object-Centric Models—0
Learning Neural Duplex Radiance Fields for Real-Time View Synthesis—0
Learning Neural Radiance Fields from Multi-View Geometry—0
Learning Novel View Synthesis from Heterogeneous Low-light Captures—0
Learning Object-Compositional Neural Radiance Field for Editable Scene Rendering—0
Learning Radiance Fields from a Single Snapshot Compressive Image—0
Learning Robust Multi-Scale Representation for Neural Radiance Fields from Unposed Images—0
Learning Temporally Consistent Video Depth from Video Diffusion Priors—0
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All datasetsLLFFMip-NeRF 360NeRFTanks and TemplesRefRefDONeRF: Evaluation DatasetX3DRTMVScanNetACIDSWORDHDR-GS

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