Awesome Neural Radiance Fields
Papers
Scene Representation
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Mip-NeRF: A Multiscale Representation for Anti-Aliasing Neural Radiance Fields. Jonathan T. Barron et al. ICCV 2021.
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Mip-NeRF 360: Unbounded Anti-Aliased Neural Radiance Fields. Jonathan T. Barron et al. CVPR 2022. [project page]
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NeRF++: Analyzing and Improving Neural Radiance Fields. Kai Zhang et al. [code]
Pose Estimation
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BARF: Bundle-Adjusting Neural Radiance Fields. Chen-Hsuan Lin et al. ICCV 2021. [project page | code]
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iNeRF: Inverting Neural Radiance Fields for Pose Estimation. Lin Yen-Chen et al. IROS 2021.
Improved Performance (Optimization & Rendering)
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Instant Neural Graphics Primitives with a Multiresolution Hash Encoding. Thomas Muller et al. SIGGRAPH 2022. [project page | code]
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Direct Voxel Grid Optimization: Super-fast Convergence for Radiance Fields Reconstruction. Cheng Sun et al. CVPR 2022. [code]
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Plenoxels: Radiance Fields without Neural Networks. Alex Yu et al. CVPR 2022. [project page | code]
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KiloNeRF: Speeding up Neural Radiance Fields with Thousands of Tiny MLPs. Christian Reiser et al. ICCV 2021. [code]
Large-Scale Scene
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Mega-NeRF: Scalable Construction of Large-Scale NeRFs for Virtual Fly-Throughs. Haithem Turki et al. CVPR 2022. [project page | code]
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Block-NeRF: Scalable Large Scene Neural VIew Synthesis. Matthew Tancik et al. CVPR 2022. [project page]
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Urban Radiance Fields. Konstantinos Remats et al. CVPR 2022.
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NeRFusion: Fusing Radiance Fields for Large-Scale Scene Reconstruction. Xiaoshuai Zhang at al. CVPR 2022.
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CityNeRF: Building NeRF at City Scale. Yuanbo Xiangli at el. CVPR 2022.
3D Reconstruction
- Neural 3D Scene Reconstruction with the Manhattan-world Assumption. Haoyu Guo, Sida Peng et al. CVPR 2022.
Sparse Input
- RegNeRF: Regularizing Neural Radiance Fields for View Synthesis from Sparse Inputs. Michael Niemeyer et al. CVPR 2022. [project page | code]
Towards Application
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Deblur-NeRF: Neural Radiance Fields from Blurry Images. Ma Li et al. [project page]
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NeRF in the Wild: Neural Radiance Fields for Unconstrained Photo Collections. Ricardo Martin-Brualla et al. CVPR 2021. [project page]
Other repos
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awesome-NeRF by yenchelin
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awesome-NeRFs by lkwq007