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 11511200 of 1441 papers

TitleStatusHype
ShadowNeuS: Neural SDF Reconstruction by Shadow Ray SupervisionCode1
RUST: Latent Neural Scene Representations from Unposed Imagery0
BAD-NeRF: Bundle Adjusted Deblur Neural Radiance FieldsCode2
PANeRF: Pseudo-view Augmentation for Improved Neural Radiance Fields Based on Few-shot Inputs0
DP-NeRF: Deblurred Neural Radiance Field with Physical Scene PriorsCode1
SPIn-NeRF: Multiview Segmentation and Perceptual Inpainting with Neural Radiance Fields0
SPARF: Neural Radiance Fields from Sparse and Noisy PosesCode2
SegNeRF: 3D Part Segmentation with Neural Radiance Fields0
Multi-view Inverse Rendering for Large-scale Real-world Indoor ScenesCode1
SVS: Adversarial refinement for sparse novel view synthesisCode0
Streaming Radiance Fields for 3D Video SynthesisCode1
Learning Neural Radiance Fields from Multi-View Geometry0
EpipolarNVS: leveraging on Epipolar geometry for single-image Novel View SynthesisCode0
HDHumans: A Hybrid Approach for High-fidelity Digital Humans0
Coordinates Are NOT Lonely -- Codebook Prior Helps Implicit Neural 3D RepresentationsCode1
S^3-NeRF: Neural Reflectance Field from Shading and Shadow under a Single Viewpoint0
SPIDR: SDF-based Neural Point Fields for Illumination and Deformation0
NOCaL: Calibration-Free Semi-Supervised Learning of Odometry and Camera Intrinsics0
3D GAN Inversion with Pose OptimizationCode1
MonoNeRF: Learning Generalizable NeRFs from Monocular Videos without Camera Pose0
X-NeRF: Explicit Neural Radiance Field for Multi-Scene 360^ Insufficient RGB-D ViewsCode1
NeRF2Real: Sim2real Transfer of Vision-guided Bipedal Motion Skills using Neural Radiance Fields0
VM-NeRF: Tackling Sparsity in NeRF with View MorphingCode0
Novel View Synthesis with Diffusion Models0
SelfNeRF: Fast Training NeRF for Human from Monocular Self-rotating Video0
Self-improving Multiplane-to-layer Images for Novel View Synthesis0
IntrinsicNeRF: Learning Intrinsic Neural Radiance Fields for Editable Novel View SynthesisCode1
Structure-Aware NeRF without Posed Camera via Epipolar ConstraintCode1
NeRF: Neural Radiance Field in 3D Vision, A Comprehensive Review0
Improving 3D-aware Image Synthesis with A Geometry-aware Discriminator0
NAF: Neural Attenuation Fields for Sparse-View CBCT ReconstructionCode1
SymmNeRF: Learning to Explore Symmetry Prior for Single-View View SynthesisCode1
wildNeRF: Complete view synthesis of in-the-wild dynamic scenes captured using sparse monocular data0
ActiveNeRF: Learning where to See with Uncertainty EstimationCode1
3DMM-RF: Convolutional Radiance Fields for 3D Face Modeling0
StructNeRF: Neural Radiance Fields for Indoor Scenes with Structural Hints0
PixTrack: Precise 6DoF Object Pose Tracking using NeRF Templates and Feature-metric AlignmentCode1
im2nerf: Image to Neural Radiance Field in the Wild0
CLONeR: Camera-Lidar Fusion for Occupancy Grid-aided Neural Representations0
Fast Learning Radiance Fields by Shooting Much Fewer RaysCode1
Neural Mesh-Based GraphicsCode1
Cascaded and Generalizable Neural Radiance Fields for Fast View Synthesis0
360Roam: Real-Time Indoor Roaming Using Geometry-Aware 360^ Radiance Fields0
VolTeMorph: Realtime, Controllable and Generalisable Animation of Volumetric Representations0
MobileNeRF: Exploiting the Polygon Rasterization Pipeline for Efficient Neural Field Rendering on Mobile ArchitecturesCode2
End-to-end View Synthesis via NeRF Attention0
Neural Density-Distance FieldsCode2
Neural Radiance Transfer Fields for Relightable Novel-view Synthesis with Global Illumination0
NeuMesh: Learning Disentangled Neural Mesh-based Implicit Field for Geometry and Texture Editing0
Learning Generalizable Light Field Networks from Few Images0
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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