Verified: Papers listed with [+] have been verfied by myself or colleagues. The code is runnable. Please leave an issue if you need help on setting up.
- Monocular Dynamic View Synthesis: A Reality Check
- Process a video into a Nerfie dataset
- Robust Dynamic Radiance Fields Estimate monocular depth, Predict optical flows, Obtain motion mask.
- Neural Scene Flow Fields Instructions for custom data.
- Plenoptic Dataset
- Hypernerf Dataset
- Nerfies Dataset
- Dynamic NeRF Balloon1, Balloon2, Jumping, Playground, Skating, Truck, Umbrella
- Robust Dynamic Radiance Fields, Liu et. al., CVPR, 2023. [Kaggle]
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Dynamic 3D Gaussians: Tracking by Persistent Dynamic View Synthesis, Luiten et. al., International Conference on 3D Vision (3DV), 2024. [Paper | Project Page | Code | Explanation Video]
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Sync-NeRF : Generalizing Dynamic NeRFs to Unsynchronized Videos, AAAI 2024. [Paper, Code]
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Endo-4DGS: Endoscopic Monocular Scene Reconstruction with 4D Gaussian Splatting, [Paper | Code]
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DaReNeRF: Direction-aware Representation for Dynamic Scenes, CVPR 2024
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Sync-NeRF: Generalizing Dynamic NeRFs to Unsynchronized Videos, AAAI2024. [Code]
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SC-GS: Sparse-Controlled Gaussian Splatting for Editable Dynamic Scenes. [Code]
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InstantSplat: Unbounded Sparse-view Pose-free Gaussian Splatting in 40 Seconds, Project
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GaussianFlow: Splatting Gaussian Dynamics for 4D Content Creation
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Entity-NeRF: Detecting and Removing Moving Entities in Urban Scenes, CVPR 2024. Project
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Ced-NeRF: A Compact and Efficient Method for Dynamic Neural Radiance Fields, AAAI 2024. Paper
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Shape of Motion: 4D Reconstruction from a Single Video, 2024. [Project | Code]
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MoSca: Dynamic Gaussian Fusion from Casual Videos via 4D Motion Scaffolds, 2024. Project
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Dynamic Gaussian Marbles for Novel View Synthesis of Casual Monocular Videos, 2024
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Dynamic Gaussian Mesh: Consistent Mesh Reconstruction from Monocular Videos, 2024. Project
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DyNeRFactor: Temporally consistent intrinsic scene decomposition for dynamic NeRFs, 2024. Paper
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DynVideo-E: Harnessing Dynamic NeRF for Large-Scale Motion- and View-Change Human-Centric Video Editing, CVPR 2024. Project
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Point-DynRF: Point-Based Dynamic Radiance Fields From a Monocular Video, WACV 2024. Paper
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FPO++: efficient encoding and rendering of dynamic neural radiance fields by analyzing and enhancing Fourier PlenOctrees, The Visual Computer, 2024.
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Evdnerf: Reconstructing event data with dynamic neural radiance fields, WACV 2024. Code
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CTNeRF: Cross-time Transformer for dynamic neural radiance field from monocular video, Pattern Recognition, 2024. Code
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DynamicSurf: Dynamic Neural RGB-D Surface Reconstruction with an Optimizable Feature Grid, International Conference on 3D Vision (3DV) 2024. Code
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[+] Spacetime Gaussian Feature Splatting for Real-Time Dynamic View Synthesis, CVPR 2024. Code
- DynIBaR: Neural Dynamic Image-Based Rendering, CVPR, 2023 [Project Page]
- Tensor4D : Efficient Neural 4D Decomposition for High-fidelity Dynamic Reconstruction and Rendering, Shao et. al., CVPR, 2023. [Paper | Code]
- HyperReel: High-Fidelity 6-DoF Video with Ray-Conditioned Sampling, CVPR 2023 (Highlight). Code
- HexPlane: A Fast Representation for Dynamic Scenes, Cao et. al., CVPR, 2023. [Paper | Project Page | Code]
- Robust Dynamic Radiance Fields, Liu et. al., CVPR, 2023. [Code | Kaggle]
- V4D: Voxel for 4D Novel View Synthesis, Gan et. al., IEEE Transactions on Visualization and Computer Graphics, 2023. [Paper | Code] (instructions for custom data)
- Dynamic Mesh-Aware Radiance Fields, ICCV, 2023. [Project Page | Code]
- NeRFPlayer: A Streamable Dynamic Scene Representation with Decomposed Neural Radiance Fields, IEEE Transactions on Visualization and Computer Graphics, vol 29(5), 2023. [Code]
- Deformable 3D Gaussians for High-Fidelity Monocular Dynamic Scene Reconstruction, Yang et. al., ACM Transactions on Graphics, 2023. [Paper | Project Page | Code]
- V4d: Voxel for 4d novel view synthesis, Gan et. al., IEEE Transactions on Visualization and Computer Graphics, 2023. [Code]
- MixVoxels: Mixed Neural Voxels for Fast Multi-view Video Synthesis, ICCV2023 Oral. Code
- DynPoint: Dynamic Neural Point For View Synthesis, NeurIPS 2023.
- Fourier PlenOctrees for Dynamic Radiance Field Rendering in Real-time, CVPR 2022 [Project Page]
- D2NeRF: Self-Supervised Decoupling of Dynamic and Static Objects from a Monocular Video, NeurIPS, 2022. [Project Page | Code]
- Monocular Dynamic View Synthesis: A Reality Check, Gao et. al., Neurips 2022. [Project Page]
- TiNeuVox: Fast Dynamic Radiance Fields with Time-Aware Neural Voxels, Fang et. al., ACM SIGGRAPH Asia 2022. [Project Page | Code]
- Fourier PlenOctrees for Dynamic Radiance Field Rendering in Real-time, CVPR 2022. Project
- Nerfies: Deformable Neural Radiance Fields, ICCV, 2021. [Code] (instructions for custom data, this is the one everyone refering to)
- Dynamic View Synthesis from Dynamic Monocular Video, ICCV, 2021. [Code]
- HyperNeRF: A Higher-Dimensional Representation for Topologically Varying Neural Radiance Fields, ACM Trans. Graph, 2021. [Code | Project Page | Colab] (instructions for custom data)
- BARF: Bundle-Adjusting Neural Radiance Fields, Lin et. al., ICCV 2021 (Oral). [Code]
- D-NeRF: Neural Radiance Fields for Dynamic Scenes, Pumarola et. al, CVPR 2020. [Project Page | Code]