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 12011250 of 1441 papers

TitleStatusHype
GoDe: Gaussians on Demand for Progressive Level of Detail and Scalable Compression0
GPS-Gaussian+: Generalizable Pixel-wise 3D Gaussian Splatting for Real-Time Human-Scene Rendering from Sparse Views0
GPU-Accelerated Mobile Multi-view Style Transfer0
Grounding and Enhancing Grid-based Models for Neural Fields0
GSAVS: Gaussian Splatting-based Autonomous Vehicle Simulator0
GScream: Learning 3D Geometry and Feature Consistent Gaussian Splatting for Object Removal0
GS-DiT: Advancing Video Generation with Dynamic 3D Gaussian Fields through Efficient Dense 3D Point Tracking0
GS-DiT: Advancing Video Generation with Pseudo 4D Gaussian Fields through Efficient Dense 3D Point Tracking0
GS-Hider: Hiding Messages into 3D Gaussian Splatting0
GS-ID: Illumination Decomposition on Gaussian Splatting via Diffusion Prior and Parametric Light Source Optimization0
GS-ROR^2: Bidirectional-guided 3DGS and SDF for Reflective Object Relighting and Reconstruction0
GUMBEL-NERF: Representing Unseen Objects as Part-Compositional Neural Radiance Fields0
GURecon: Learning Detailed 3D Geometric Uncertainties for Neural Surface Reconstruction0
HDHumans: A Hybrid Approach for High-fidelity Digital Humans0
HFNeRF: Learning Human Biomechanic Features with Neural Radiance Fields0
HG3-NeRF: Hierarchical Geometric, Semantic, and Photometric Guided Neural Radiance Fields for Sparse View Inputs0
Hierarchical Scoring with 3D Gaussian Splatting for Instance Image-Goal Navigation0
HiFi-123: Towards High-fidelity One Image to 3D Content Generation0
High-fidelity Facial Avatar Reconstruction from Monocular Video with Generative Priors0
High-Quality 3D Head Reconstruction from Any Single Portrait Image0
High-speed Video from Asynchronous Camera Array0
HiMoR: Monocular Deformable Gaussian Reconstruction with Hierarchical Motion Representation0
HiSplat: Hierarchical 3D Gaussian Splatting for Generalizable Sparse-View Reconstruction0
H-NeRF: Neural Radiance Fields for Rendering and Temporal Reconstruction of Humans in Motion0
Holistic Inverse Rendering of Complex Facade via Aerial 3D Scanning0
HourglassNeRF: Casting an Hourglass as a Bundle of Rays for Few-shot Neural Rendering0
Cascaded and Generalizable Neural Radiance Fields for Fast View Synthesis0
HRGS: Hierarchical Gaussian Splatting for Memory-Efficient High-Resolution 3D Reconstruction0
HuGDiffusion: Generalizable Single-Image Human Rendering via 3D Gaussian Diffusion0
HUG: Hierarchical Urban Gaussian Splatting with Block-Based Reconstruction for Large-Scale Aerial Scenes0
HUGS: Holistic Urban 3D Scene Understanding via Gaussian Splatting0
Human Multi-View Synthesis from a Single-View Model:Transferred Body and Face Representations0
Free-Viewpoint RGB-D Human Performance Capture and Rendering0
Hyb-NeRF: A Multiresolution Hybrid Encoding for Neural Radiance Fields0
Hybrid Rendering for Multimodal Autonomous Driving: Merging Neural and Physics-Based Simulation0
HyperGS: Hyperspectral 3D Gaussian Splatting0
HyperINR: A Fast and Predictive Hypernetwork for Implicit Neural Representations via Knowledge Distillation0
I2-SDF: Intrinsic Indoor Scene Reconstruction and Editing via Raytracing in Neural SDFs0
ICE-NeRF: Interactive Color Editing of NeRFs via Decomposition-Aware Weight Optimization0
ICON: Incremental CONfidence for Joint Pose and Radiance Field Optimization0
IGNOR: Image-guided Neural Object Rendering0
im2nerf: Image to Neural Radiance Field in the Wild0
Image-based Synthesis and Re-Synthesis of Viewpoints Guided by 3D Models0
Image Compression Using Novel View Synthesis Priors0
Implicit Gaussian Splatting with Efficient Multi-Level Tri-Plane Representation0
Improved Neural Radiance Fields Using Pseudo-depth and Fusion0
Improved Positional Encoding for Implicit Neural Representation based Compact Data Representation0
Improving 3D-aware Image Synthesis with A Geometry-aware Discriminator0
Improving Geometric Consistency for 360-Degree Neural Radiance Fields in Indoor Scenarios0
Improving NeRF Quality by Progressive Camera Placement for Unrestricted Navigation in Complex Environments0
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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