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 201250 of 1441 papers

TitleStatusHype
DL3DV-10K: A Large-Scale Scene Dataset for Deep Learning-based 3D VisionCode2
SuperGaussians: Enhancing Gaussian Splatting Using Primitives with Spatially Varying ColorsCode2
F^2-NeRF: Fast Neural Radiance Field Training with Free Camera TrajectoriesCode2
DNA-Rendering: A Diverse Neural Actor Repository for High-Fidelity Human-centric RenderingCode2
GStex: Per-Primitive Texturing of 2D Gaussian Splatting for Decoupled Appearance and Geometry ModelingCode2
DC-Gaussian: Improving 3D Gaussian Splatting for Reflective Dash Cam VideosCode2
Dynamic Gaussian Marbles for Novel View Synthesis of Casual Monocular VideosCode2
Look Gauss, No Pose: Novel View Synthesis using Gaussian Splatting without Accurate Pose InitializationCode2
Deblur4DGS: 4D Gaussian Splatting from Blurry Monocular VideoCode2
Hardware-Rasterized Ray-Based Gaussian SplattingCode2
MaskGaussian: Adaptive 3D Gaussian Representation from Probabilistic MasksCode2
HexPlane: A Fast Representation for Dynamic ScenesCode2
CasualHDRSplat: Robust High Dynamic Range 3D Gaussian Splatting from Casually Captured VideosCode1
DeVRF: Fast Deformable Voxel Radiance Fields for Dynamic ScenesCode1
LiDAR-NeRF: Novel LiDAR View Synthesis via Neural Radiance FieldsCode1
Liquid Warping GAN: A Unified Framework for Human Motion Imitation, Appearance Transfer and Novel View SynthesisCode1
Learning to Render Novel Views from Wide-Baseline Stereo PairsCode1
Learning Dense Object Descriptors from Multiple Views for Low-shot Category GeneralizationCode1
Learning to Stylize Novel ViewsCode1
Layout-Guided Novel View Synthesis from a Single Indoor PanoramaCode1
Dense Depth Priors for Neural Radiance Fields from Sparse Input ViewsCode1
Language Embedded 3D Gaussians for Open-Vocabulary Scene UnderstandingCode1
LEAP: Liberate Sparse-view 3D Modeling from Camera PosesCode1
Leveraging Thermal Modality to Enhance Reconstruction in Low-Light ConditionsCode1
Intrinsic Neural Fields: Learning Functions on ManifoldsCode1
3D Multi-frame Fusion for Video StabilizationCode1
iVR-GS: Inverse Volume Rendering for Explorable Visualization via Editable 3D Gaussian SplattingCode1
Implicit View-Time Interpolation of Stereo Videos using Multi-Plane Disparities and Non-Uniform CoordinatesCode1
Improving Robustness for Joint Optimization of Camera Poses and Decomposed Low-Rank Tensorial Radiance FieldsCode1
Deformable Model-Driven Neural Rendering for High-Fidelity 3D Reconstruction of Human Heads Under Low-View SettingsCode1
IDDR-NGP: Incorporating Detectors for Distractors Removal with Instant Neural Radiance FieldCode1
iFusion: Inverting Diffusion for Pose-Free Reconstruction from Sparse ViewsCode1
I^2-SDF: Intrinsic Indoor Scene Reconstruction and Editing via Raytracing in Neural SDFsCode1
Improving Adaptive Density Control for 3D Gaussian SplattingCode1
IBRNet: Learning Multi-View Image-Based RenderingCode1
InfoNeRF: Ray Entropy Minimization for Few-Shot Neural Volume RenderingCode1
HawkI: Homography & Mutual Information Guidance for 3D-free Single Image to Aerial ViewCode1
IntrinsicNeRF: Learning Intrinsic Neural Radiance Fields for Editable Novel View SynthesisCode1
Deep Spatial Transformation for Pose-Guided Person Image Generation and AnimationCode1
HyperNeRF: A Higher-Dimensional Representation for Topologically Varying Neural Radiance FieldsCode1
Deep Novel View Synthesis from Colored 3D Point CloudsCode1
Large Images are Gaussians: High-Quality Large Image Representation with Levels of 2D Gaussian SplattingCode1
Hybrid Neural Rendering for Large-Scale Scenes with Motion BlurCode1
KITTI-360: A Novel Dataset and Benchmarks for Urban Scene Understanding in 2D and 3DCode1
Learning Naturally Aggregated Appearance for Efficient 3D EditingCode1
Learning Neural Representation of Camera Pose with Matrix Representation of Pose Shift via View SynthesisCode1
LiveNVS: Neural View Synthesis on Live RGB-D StreamsCode1
DFNet: Enhance Absolute Pose Regression with Direct Feature MatchingCode1
HumanGif: Single-View Human Diffusion with Generative PriorCode1
Human Pose Manipulation and Novel View Synthesis using Differentiable RenderingCode1
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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