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 13011350 of 1441 papers

TitleStatusHype
Deblur-NeRF: Neural Radiance Fields from Blurry ImagesCode1
GeoNeRF: Generalizing NeRF with Geometry PriorsCode1
NeRF in the Dark: High Dynamic Range View Synthesis from Noisy Raw ImagesCode2
Scene Representation Transformer: Geometry-Free Novel View Synthesis Through Set-Latent Scene RepresentationsCode1
Human Pose Manipulation and Novel View Synthesis using Differentiable RenderingCode1
Mip-NeRF 360: Unbounded Anti-Aliased Neural Radiance Fields0
Direct Voxel Grid Optimization: Super-fast Convergence for Radiance Fields ReconstructionCode2
Temporal-MPI: Enabling Multi-Plane Images for Dynamic Scene Modelling via Temporal Basis Learning0
LOLNeRF: Learn from One Look0
Novel View Synthesis from a Single Image via Unsupervised learning0
Neural-PIL: Neural Pre-Integrated Lighting for Reflectance DecompositionCode1
H-NeRF: Neural Radiance Fields for Rendering and Temporal Reconstruction of Humans in Motion0
Shape and Reflectance Reconstruction in Uncontrolled Environments by Differentiable Rendering0
Neural Relightable Participating Media Rendering0
LENS: Localization enhanced by NeRF synthesis0
ADOP: Approximate Differentiable One-Pixel Point RenderingCode2
Video Autoencoder: self-supervised disentanglement of static 3D structure and motion0
Learning Global Spatial Information for Multi-View Object-Centric Models0
Neural Plenoptic Sampling: Capture Light-field from Imaginary Eyes0
FLAME-in-NeRF: Neural control of Radiance Fields for Free View Face Animation0
KITTI-360: A Novel Dataset and Benchmarks for Urban Scene Understanding in 2D and 3DCode1
FreeStyleGAN: Free-view Editable Portrait Rendering with the Camera Manifold0
NEAT: Neural Attention Fields for End-to-End Autonomous DrivingCode1
Point-Based Neural Rendering with Per-View Optimization0
Stochastic Neural Radiance Fields: Quantifying Uncertainty in Implicit 3D Representations0
Learning Object-Compositional Neural Radiance Field for Editable Scene Rendering0
Dynamic Scene Novel View Synthesis via Deferred Spatio-temporal Consistency0
Seeing Implicit Neural Representations as Fourier Series0
Embedding Novel Views in a Single JPEG ImageCode1
PixelSynth: Generating a 3D-Consistent Experience from a Single ImageCode1
FLAME-in-NeRF : Neural control of Radiance Fields for Free View Face Animation0
NeuralMVS: Bridging Multi-View Stereo and Novel View SynthesisCode1
Neural Rays for Occlusion-aware Image-based RenderingCode1
Unsupervised Discovery of Object Radiance FieldsCode1
Deep Learning based Novel View Synthesis0
Fast and Explicit Neural View Synthesis0
LiveView: Dynamic Target-Centered MPI for View Synthesis0
3D Neural Scene Representations for Visuomotor Control0
Fast Training of Neural Lumigraph Representations using Meta Learning0
Animatable Neural Radiance Fields from Monocular RGB VideosCode1
HyperNeRF: A Higher-Dimensional Representation for Topologically Varying Neural Radiance FieldsCode1
FaDIV-Syn: Fast Depth-Independent View Synthesis using Soft Masks and Implicit Blending0
Moving in a 360 World: Synthesizing Panoramic Parallaxes from a Single PanoramaCode1
NeuS: Learning Neural Implicit Surfaces by Volume Rendering for Multi-view ReconstructionCode2
Scale-Consistent Fusion: from Heterogeneous Local Sampling to Global Immersive Rendering0
NeRF in detail: Learning to sample for view synthesis0
Learning to Stylize Novel ViewsCode1
Stylizing 3D Scene via Implicit Representation and HyperNetwork0
NeuLF: Efficient Novel View Synthesis with Neural 4D Light Field0
Editing Conditional Radiance FieldsCode1
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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