3.4 3D-Aware

P243

IDYearNameNoteTagsLink
2023Layered Neural Atlases for Consistent Video Editing- Decompose a video into a foreground image + a background image
- Edit the foreground/background image = edit the video
✅ 对背景进行编辑(图片编辑、风格迁移)再传播到不同帧上去。

2023VidEdit: Zero-Shot and Spagally Aware Text-Driven Video EdigngAtlas-based video editing
- Decompose a video into a foreground image + a background image
- Edit the foreground/background image = edit the video
- Use diffusion to edit foreground/background atlas > ✅ 前景编辑:
(1) 抠出第一帧前景并进行编辑得到 Partial Atlas.
✅ (2) Partial Atlas 作为下一帧的 condition 整体上是自回归的。
✅ 所有 Partial 合起来得到一个整体。
✅ 背景使用深度信息作为 cordition.
2023Shape-aware Text-driven Layered Video EditingAtlas-based video editing
2023.11Stablevideo: Text-driven consistency-aware diffusion video editing✅ 给一个场景的多视角图片,基于 MLP 学习 3D 场景的隐式表达。
1152023CoDeF: Content Deformation Fields for Temporally Consistent Video Processinglink
2023HOSNeRF: Dynamic Human-Object-Scene Neural Radiance Fields from a Single Video
1162023DynVideo-E: Harnessing Dynamic NeRF for Large-Scale Motion- and View-Change Human-Centric Video Editinglink

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