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 451500 of 1441 papers

TitleStatusHype
KITTI-360: A Novel Dataset and Benchmarks for Urban Scene Understanding in 2D and 3DCode1
NEAT: Neural Attention Fields for End-to-End Autonomous DrivingCode1
Embedding Novel Views in a Single JPEG ImageCode1
PixelSynth: Generating a 3D-Consistent Experience from a Single ImageCode1
NeuralMVS: Bridging Multi-View Stereo and Novel View SynthesisCode1
Neural Rays for Occlusion-aware Image-based RenderingCode1
Unsupervised Discovery of Object Radiance FieldsCode1
Animatable Neural Radiance Fields from Monocular RGB VideosCode1
HyperNeRF: A Higher-Dimensional Representation for Topologically Varying Neural Radiance FieldsCode1
Moving in a 360 World: Synthesizing Panoramic Parallaxes from a Single PanoramaCode1
Learning to Stylize Novel ViewsCode1
Editing Conditional Radiance FieldsCode1
UNISURF: Unifying Neural Implicit Surfaces and Radiance Fields for Multi-View ReconstructionCode1
Shadow Neural Radiance Fields for Multi-view Satellite PhotogrammetryCode1
Geometry-Free View Synthesis: Transformers and no 3D PriorsCode1
Neural RGB-D Surface ReconstructionCode1
Direct-PoseNet: Absolute Pose Regression with Photometric ConsistencyCode1
Learning Neural Representation of Camera Pose with Matrix Representation of Pose Shift via View SynthesisCode1
Putting NeRF on a Diet: Semantically Consistent Few-Shot View SynthesisCode1
Layout-Guided Novel View Synthesis from a Single Indoor PanoramaCode1
GNeRF: GAN-based Neural Radiance Field without Posed CameraCode1
Self-Supervised Visibility Learning for Novel View SynthesisCode1
MINE: Towards Continuous Depth MPI with NeRF for Novel View SynthesisCode1
PlenOctrees for Real-time Rendering of Neural Radiance FieldsCode1
NeX: Real-time View Synthesis with Neural Basis ExpansionCode1
IBRNet: Learning Multi-View Image-Based RenderingCode1
NeRF--: Neural Radiance Fields Without Known Camera ParametersCode1
Novel View Synthesis via Depth-guided Skip ConnectionsCode1
Non-Rigid Neural Radiance Fields: Reconstruction and Novel View Synthesis of a Dynamic Scene From Monocular VideoCode1
Worldsheet: Wrapping the World in a 3D Sheet for View Synthesis from a Single ImageCode1
XraySyn: Realistic View Synthesis From a Single Radiograph Through CT PriorsCode1
Deep Spatial Transformation for Pose-Guided Person Image Generation and AnimationCode1
Free View SynthesisCode1
Deep Novel View Synthesis from Colored 3D Point CloudsCode1
Crowdsampling the Plenoptic FunctionCode1
Continuous Object Representation Networks: Novel View Synthesis without Target View SupervisionCode1
GRAF: Generative Radiance Fields for 3D-Aware Image SynthesisCode1
A Neural Rendering Framework for Free-Viewpoint RelightingCode1
Liquid Warping GAN: A Unified Framework for Human Motion Imitation, Appearance Transfer and Novel View SynthesisCode1
View Synthesis by Appearance FlowCode1
Physically Based Neural LiDAR ResimulationCode0
Cameras as Relative Positional Encoding0
MoVieS: Motion-Aware 4D Dynamic View Synthesis in One Second0
LighthouseGS: Indoor Structure-aware 3D Gaussian Splatting for Panorama-Style Mobile Captures0
Reflections Unlock: Geometry-Aware Reflection Disentanglement in 3D Gaussian Splatting for Photorealistic Scenes Rendering0
Outdoor Monocular SLAM with Global Scale-Consistent 3D Gaussian Pointmaps0
VoteSplat: Hough Voting Gaussian Splatting for 3D Scene Understanding0
DBMovi-GS: Dynamic View Synthesis from Blurry Monocular Video via Sparse-Controlled Gaussian Splatting0
EndoFlow-SLAM: Real-Time Endoscopic SLAM with Flow-Constrained Gaussian Splatting0
User-in-the-Loop View Sampling with Error Peaking Visualization0
Show:102550
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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