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 901950 of 1441 papers

TitleStatusHype
Perceptual Assessment and Optimization of HDR Image RenderingCode0
TOSS:High-quality Text-guided Novel View Synthesis from a Single Image0
GTA: A Geometry-Aware Attention Mechanism for Multi-View TransformersCode1
CBARF: Cascaded Bundle-Adjusting Neural Radiance Fields from Imperfect Camera Poses0
Im4D: High-Fidelity and Real-Time Novel View Synthesis for Dynamic ScenesCode2
SingleInsert: Inserting New Concepts from a Single Image into Text-to-Image Models for Flexible Editing0
Consistent123: Improve Consistency for One Image to 3D Object Synthesis0
Pseudo-Generalized Dynamic View Synthesis from a Video0
rpcPRF: Generalizable MPI Neural Radiance Field for Satellite Camera0
HiFi-123: Towards High-fidelity One Image to 3D Content Generation0
Point-Based Radiance Fields for Controllable Human Motion SynthesisCode1
Pose-Free Generalizable Rendering Transformer0
USB-NeRF: Unrolling Shutter Bundle Adjusted Neural Radiance FieldsCode1
Consistent-1-to-3: Consistent Image to 3D View Synthesis via Geometry-aware Diffusion Models0
Efficient-3DiM: Learning a Generalizable Single-image Novel-view Synthesizer in One Day0
MIMO-NeRF: Fast Neural Rendering with Multi-input Multi-output Neural Radiance Fields0
LEAP: Liberate Sparse-view 3D Modeling from Camera PosesCode1
MMPI: a Flexible Radiance Field Representation by Multiple Multi-plane Images Blending0
Forward Flow for Novel View Synthesis of Dynamic Scenes0
Multi-task View Synthesis with Neural Radiance FieldsCode1
PARF: Primitive-Aware Radiance Fusion for Indoor Scene Novel View Synthesis0
3D Reconstruction with Generalizable Neural Fields using Scene Priors0
NAS-NeRF: Generative Neural Architecture Search for Neural Radiance Fields0
Deformable 3D Gaussians for High-Fidelity Monocular Dynamic Scene ReconstructionCode3
Fast Satellite Tensorial Radiance Field for Multi-date Satellite Imagery of Large Size0
ORTexME: Occlusion-Robust Human Shape and Pose via Temporal Average Texture and Mesh Encoding0
GenLayNeRF: Generalizable Layered Representations with 3D Model Alignment for Multi-Human View Synthesis0
Light Field Diffusion for Single-View Novel View Synthesis0
ReShader: View-Dependent Highlights for Single Image View-SynthesisCode1
Locally Stylized Neural Radiance FieldsCode0
ExBluRF: Efficient Radiance Fields for Extreme Motion Blurred ImagesCode1
DynaMoN: Motion-Aware Fast and Robust Camera Localization for Dynamic Neural Radiance FieldsCode1
Robust e-NeRF: NeRF from Sparse & Noisy Events under Non-Uniform MotionCode1
ChromaDistill: Colorizing Monochrome Radiance Fields with Knowledge Distillation0
Viewpoint Textual Inversion: Discovering Scene Representations and 3D View Control in 2D Diffusion ModelsCode0
Dynamic NeRFs for Soccer ScenesCode1
SAMPLING: Scene-adaptive Hierarchical Multiplane Images Representation for Novel View Synthesis from a Single Image0
Towards Viewpoint Robustness in Bird's Eye View Segmentation0
FlowIBR: Leveraging Pre-Training for Efficient Neural Image-Based Rendering of Dynamic Scenes0
SC-NeRF: Self-Correcting Neural Radiance Field with Sparse Views0
BluNF: Blueprint Neural Field0
SyncDreamer: Generating Multiview-consistent Images from a Single-view ImageCode1
TiAVox: Time-aware Attenuation Voxels for Sparse-view 4D DSA ReconstructionCode1
Instant Continual Learning of Neural Radiance Fields0
Pose-Free Neural Radiance Fields via Implicit Pose Regularization0
CLNeRF: Continual Learning Meets NeRFCode0
Flexible Techniques for Differentiable Rendering with 3D Gaussians0
Sparse3D: Distilling Multiview-Consistent Diffusion for Object Reconstruction from Sparse Views0
Depth self-supervision for single image novel view synthesisCode0
Improving NeRF Quality by Progressive Camera Placement for Unrestricted Navigation in Complex Environments0
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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