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 12511300 of 1441 papers

TitleStatusHype
ProbNVS: Fast Novel View Synthesis with Learned Probability-Guided Sampling0
AutoRF: Learning 3D Object Radiance Fields from Single View Observations0
Unified Implicit Neural StylizationCode1
SinNeRF: Training Neural Radiance Fields on Complex Scenes from a Single ImageCode2
DFNet: Enhance Absolute Pose Regression with Direct Feature MatchingCode1
Stereo Unstructured Magnification: Multiple Homography Image for View Synthesis0
MPS-NeRF: Generalizable 3D Human Rendering from Multiview Images0
R2L: Distilling Neural Radiance Field to Neural Light Field for Efficient Novel View SynthesisCode1
DDNeRF: Depth Distribution Neural Radiance FieldsCode0
PANDORA: Polarization-Aided Neural Decomposition Of Radiance0
NPBG++: Accelerating Neural Point-Based GraphicsCode1
Test-time Adaptation with Slot-Centric ModelsCode1
ViewFormer: NeRF-free Neural Rendering from Few Images Using TransformersCode2
Enhancement of Novel View Synthesis Using Omnidirectional Image Completion0
Transframer: Arbitrary Frame Prediction with Generative Models0
Look Outside the Room: Synthesizing A Consistent Long-Term 3D Scene Video from A Single ImageCode1
TensoRF: Tensorial Radiance FieldsCode4
Intrinsic Neural Fields: Learning Functions on ManifoldsCode1
Pix2NeRF: Unsupervised Conditional π-GAN for Single Image to Neural Radiance Fields TranslationCode2
PVSeRF: Joint Pixel-, Voxel- and Surface-Aligned Radiance Field for Single-Image Novel View Synthesis0
Eikonal Fields for Refractive Novel-View Synthesis0
From data to functa: Your data point is a function and you can treat it like oneCode1
CoordX: Accelerating Implicit Neural Representation with a Split MLP Architecture0
Content-aware Warping for View SynthesisCode0
Learning-by-Novel-View-Synthesis for Full-Face Appearance-Based 3D Gaze EstimationCode0
Instant Neural Graphics Primitives with a Multiresolution Hash EncodingCode6
Stereo Magnification with Multi-Layer Images0
NeROIC: Neural Rendering of Objects from Online Image CollectionsCode3
Boosting View Synthesis With Residual Transfer0
Pix2NeRF: Unsupervised Conditional p-GAN for Single Image to Neural Radiance Fields TranslationCode2
360MonoDepth: High-Resolution 360deg Monocular Depth EstimationCode2
SOMSI: Spherical Novel View Synthesis With Soft Occlusion Multi-Sphere Images0
InfoNeRF: Ray Entropy Minimization for Few-Shot Neural Volume RenderingCode1
Free-Viewpoint RGB-D Human Performance Capture and Rendering0
Learning Implicit Body Representations from Double Diffusion Based Neural Radiance Fields0
NVS-MonoDepth: Improving Monocular Depth Prediction with Novel View Synthesis0
Light Field Neural RenderingCode0
CLIP-NeRF: Text-and-Image Driven Manipulation of Neural Radiance FieldsCode2
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
Neural Head Avatars from Monocular RGB Videos0
Neural Point Light Fields0
Efficient Neural Radiance Fields for Interactive Free-viewpoint VideoCode1
RegNeRF: Regularizing Neural Radiance Fields for View Synthesis from Sparse InputsCode0
NeRFReN: Neural Radiance Fields with Reflections0
Hallucinated Neural Radiance Fields in the WildCode1
360MonoDepth: High-Resolution 360° Monocular Depth EstimationCode1
HDR-NeRF: High Dynamic Range Neural Radiance FieldsCode1
Urban Radiance Fields0
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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