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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 651–700 of 1441 papers

TitleStatusHype
CTRL-GS: Cascaded Temporal Residue Learning for 4D Gaussian Splatting—0
Adaptive and Temporally Consistent Gaussian Surfels for Multi-view Dynamic Reconstruction—0
Fast Satellite Tensorial Radiance Field for Multi-date Satellite Imagery of Large Size—0
CTRL-D: Controllable Dynamic 3D Scene Editing with Personalized 2D Diffusion—0
Fast Non-Rigid Radiance Fields from Monocularized Data—0
FastMESH: Fast Surface Reconstruction by Hexagonal Mesh-based Neural Rendering—0
Ctrl123: Consistent Novel View Synthesis via Closed-Loop Transcription—0
Faster and Better 3D Splatting via Group Training—0
CT-NeRF: Incremental Optimizing Neural Radiance Field and Poses with Complex Trajectory—0
CSS: Overcoming Pose and Scene Challenges in Crowd-Sourced 3D Gaussian Splatting—0
3DGS-Enhancer: Enhancing Unbounded 3D Gaussian Splatting with View-consistent 2D Diffusion Priors—0
LITA-GS: Illumination-Agnostic Novel View Synthesis via Reference-Free 3D Gaussian Splatting and Physical Priors—0
LiveView: Dynamic Target-Centered MPI for View Synthesis—0
Fast and Explicit Neural View Synthesis—0
Fake It To Make It: Virtual Multiviews to Enhance Monocular Indoor Semantic Scene Completion—0
FaDIV-Syn: Fast Depth-Independent View Synthesis using Soft Masks and Implicit Blending—0
Crowd-Sourced NeRF: Collecting Data from Production Vehicles for 3D Street View Reconstruction—0
Factored Neural Representation for Scene Understanding—0
FaceLift: Single Image to 3D Head with View Generation and GS-LRM—0
FaceCLIPNeRF: Text-driven 3D Face Manipulation using Deformable Neural Radiance Fields—0
F2-NeRF: Fast Neural Radiance Field Training With Free Camera Trajectories—0
CrossView-GS: Cross-view Gaussian Splatting For Large-scale Scene Reconstruction—0
CrossScore: Towards Multi-View Image Evaluation and Scoring—0
Few-shot Neural Radiance Fields Under Unconstrained Illumination—0
Exploring Multi-modal Neural Scene Representations With Applications on Thermal Imaging—0
AutoSplat: Constrained Gaussian Splatting for Autonomous Driving Scene Reconstruction—0
Exploring Dynamic Novel View Synthesis Technologies for Cinematography—0
Exploring 2D Data Augmentation for 3D Monocular Object Detection—0
Cross-Guided Optimization of Radiance Fields With Multi-View Image Super-Resolution for High-Resolution Novel View Synthesis—0
CROSSFIRE: Camera Relocalization On Self-Supervised Features from an Implicit Representation—0
ActorsNeRF: Animatable Few-shot Human Rendering with Generalizable NeRFs—0
Lightweight Gradient-Aware Upscaling of 3D Gaussian Splatting Images—0
Explaining the Implicit Neural Canvas: Connecting Pixels to Neurons by Tracing their Contributions—0
CRAYM: Neural Field Optimization via Camera RAY Matching—0
EVolSplat: Efficient Volume-based Gaussian Splatting for Urban View Synthesis—0
Ev-GS: Event-based Gaussian splatting for Efficient and Accurate Radiance Field Rendering—0
AutoRF: Learning 3D Object Radiance Fields from Single View Observations—0
EVER: Exact Volumetric Ellipsoid Rendering for Real-time View Synthesis—0
EventSplat: 3D Gaussian Splatting from Moving Event Cameras for Real-time Rendering—0
EventNeRF: Neural Radiance Fields from a Single Colour Event Camera—0
Event3DGS: Event-Based 3D Gaussian Splatting for High-Speed Robot Egomotion—0
Correspondence-Guided SfM-Free 3D Gaussian Splatting for NVS—0
A Construct-Optimize Approach to Sparse View Synthesis without Camera Pose—0
RefinedFields: Radiance Fields Refinement for Unconstrained Scenes—0
Evaluating Human Perception of Novel View Synthesis: Subjective Quality Assessment of Gaussian Splatting and NeRF in Dynamic Scenes—0
EvaGaussians: Event Stream Assisted Gaussian Splatting from Blurry Images—0
ChromaDistill: Colorizing Monochrome Radiance Fields with Knowledge Distillation—0
EVA-Gaussian: 3D Gaussian-based Real-time Human Novel View Synthesis under Diverse Camera Settings—0
CORE-MPI: Consistency Object Removal with Embedding MultiPlane Image—0
ERUPT: Efficient Rendering with Unposed Patch Transformer—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