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 10511100 of 1441 papers

TitleStatusHype
DynSUP: Dynamic Gaussian Splatting from An Unposed Image Pair0
E-3DGS: Event-Based Novel View Rendering of Large-Scale Scenes Using 3D Gaussian Splatting0
EasySplat: View-Adaptive Learning makes 3D Gaussian Splatting Easy0
EBAD-Gaussian: Event-driven Bundle Adjusted Deblur Gaussian Splatting0
EditableNeRF: Editing Topologically Varying Neural Radiance Fields by Key Points0
Editing Implicit and Explicit Representations of Radiance Fields: A Survey0
Efficient-3DiM: Learning a Generalizable Single-image Novel-view Synthesizer in One Day0
Efficient 4D Gaussian Stream with Low Rank Adaptation0
Efficient and accurate neural field reconstruction using resistive memory0
Efficient Depth-Guided Urban View Synthesis0
Efficient Neural Light Fields (ENeLF) for Mobile Devices0
EG-HumanNeRF: Efficient Generalizable Human NeRF Utilizing Human Prior for Sparse View0
Eikonal Fields for Refractive Novel-View Synthesis0
Encoding Semantic Priors into the Weights of Implicit Neural Representation0
EndoFlow-SLAM: Real-Time Endoscopic SLAM with Flow-Constrained Gaussian Splatting0
End-to-end View Synthesis via NeRF Attention0
Enhanced Stable View Synthesis0
Enhancement of Novel View Synthesis Using Omnidirectional Image Completion0
Enhancing 3D Gaussian Splatting Compression via Spatial Condition-based Prediction0
Enhancing Interpretable Object Abstraction via Clustering-based Slot Initialization0
Epipolar-Free 3D Gaussian Splatting for Generalizable Novel View Synthesis0
ErpGS: Equirectangular Image Rendering enhanced with 3D Gaussian Regularization0
ERUPT: Efficient Rendering with Unposed Patch Transformer0
EVA-Gaussian: 3D Gaussian-based Real-time Human Novel View Synthesis under Diverse Camera Settings0
EvaGaussians: Event Stream Assisted Gaussian Splatting from Blurry Images0
Evaluating Human Perception of Novel View Synthesis: Subjective Quality Assessment of Gaussian Splatting and NeRF in Dynamic Scenes0
RefinedFields: Radiance Fields Refinement for Unconstrained Scenes0
Event3DGS: Event-Based 3D Gaussian Splatting for High-Speed Robot Egomotion0
EventNeRF: Neural Radiance Fields from a Single Colour Event Camera0
EventSplat: 3D Gaussian Splatting from Moving Event Cameras for Real-time Rendering0
EVER: Exact Volumetric Ellipsoid Rendering for Real-time View Synthesis0
Ev-GS: Event-based Gaussian splatting for Efficient and Accurate Radiance Field Rendering0
EVolSplat: Efficient Volume-based Gaussian Splatting for Urban View Synthesis0
Explaining the Implicit Neural Canvas: Connecting Pixels to Neurons by Tracing their Contributions0
Exploring 2D Data Augmentation for 3D Monocular Object Detection0
Exploring Dynamic Novel View Synthesis Technologies for Cinematography0
Exploring Multi-modal Neural Scene Representations With Applications on Thermal Imaging0
Few-shot Neural Radiance Fields Under Unconstrained Illumination0
F2-NeRF: Fast Neural Radiance Field Training With Free Camera Trajectories0
FaceCLIPNeRF: Text-driven 3D Face Manipulation using Deformable Neural Radiance Fields0
FaceLift: Single Image to 3D Head with View Generation and GS-LRM0
Factored Neural Representation for Scene Understanding0
FaDIV-Syn: Fast Depth-Independent View Synthesis using Soft Masks and Implicit Blending0
Fake It To Make It: Virtual Multiviews to Enhance Monocular Indoor Semantic Scene Completion0
Fast and Explicit Neural View Synthesis0
Faster and Better 3D Splatting via Group Training0
FastMESH: Fast Surface Reconstruction by Hexagonal Mesh-based Neural Rendering0
Fast Non-Rigid Radiance Fields from Monocularized Data0
Fast Satellite Tensorial Radiance Field for Multi-date Satellite Imagery of Large Size0
Fast Training of Neural Lumigraph Representations using Meta Learning0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1TensoRF + NeRFLiXPSNR27.39Unverified
2JAXNeRFPSNR26.92Unverified
3K-Planes (hybrid)PSNR26.92Unverified
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
10LightGaussianLPIPS0.21Unverified
#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