NeRFLiX: High-Quality Neural View Synthesis by Learning a Degradation-Driven Inter-viewpoint MiXer
Kun Zhou, Wenbo Li, Yi Wang, Tao Hu, Nianjuan Jiang, Xiaoguang Han, Jiangbo Lu
2023年份
8顶会引用
摘要
style degradation modeling approach and construct largescale training data, enabling the possibility of effectively removing NeRF-native rendering artifacts for existing deep neural networks. Moreover, beyond the degradation removal, we propose an inter-viewpoint aggregation framework that is able to fuse highly related high-quality training images, pushing the performance of cutting-edge NeRF models to entirely new levels and producing highly photorealistic synthetic views. Our project page is available at https://redrock303.github.io/nerflix/.
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引用它的顶会 Paper8
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- CRAYM: Neural Field Optimization via Camera RAY MatchingLiqiang Lin, Wenpeng Wu, Chi-Wing Fu, Hao Zhang 等NeurIPS 2024 · 被引用 1 次
- GEN3C: 3D-Informed World-Consistent Video Generation with Precise Camera ControlXuanchi Ren, Tianchang Shen, Jiahui Huang, Huan Ling 等CVPR 2025
- LookCloser: Frequency-aware Radiance Field for Tiny-Detail SceneXiaoyu Zhang, Weihong Pan, Chong Bao, Xiyu Zhang 等CVPR 2025
它引用的顶会 Paper42
- Instant neural graphics primitives with a multiresolution hash encodingThomas Müller, Alex Evans, Christoph Schied, Alexander KellerSIGGRAPH 2022 · 被引用 4,089 次
- Mip-NeRF: A Multiscale Representation for Anti-Aliasing Neural Radiance FieldsJonathan T. Barron, Ben Mildenhall, Matthew Tancik, Peter Hedman 等ICCV 2021 · 被引用 2,700 次
- Video Swin TransformerZe Liu, Jia Ning, Yue Cao, Yixuan Wei 等CVPR 2022 · 被引用 1,847 次
- Nerfies: Deformable Neural Radiance FieldsKeunhong Park, Utkarsh Sinha, Jonathan T. Barron, Sofien Bouaziz 等ICCV 2021 · 被引用 1,442 次
- PlenOctrees for Real-time Rendering of Neural Radiance FieldsAlex Yu, Ruilong Li, Matthew Tancik, Hao Li 等ICCV 2021 · 被引用 1,284 次
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