Summary of Replaceanything3d:text-guided 3d Scene Editing with Compositional Neural Radiance Fields, by Edward Bartrum and Thu Nguyen-phuoc and Chris Xie and Zhengqin Li and Numair Khan and Armen Avetisyan and Douglas Lanman and Lei Xiao
ReplaceAnything3D:Text-Guided 3D Scene Editing with Compositional Neural Radiance Fields
by Edward Bartrum, Thu Nguyen-Phuoc, Chris Xie, Zhengqin Li, Numair Khan, Armen Avetisyan, Douglas Lanman, Lei Xiao
First submitted to arxiv on: 31 Jan 2024
Categories
- Main: Computer Vision and Pattern Recognition (cs.CV)
- Secondary: Artificial Intelligence (cs.AI); Graphics (cs.GR)
GrooveSquid.com Paper Summaries
GrooveSquid.com’s goal is to make artificial intelligence research accessible by summarizing AI papers in simpler terms. Each summary below covers the same AI paper, written at different levels of difficulty. The medium difficulty and low difficulty versions are original summaries written by GrooveSquid.com, while the high difficulty version is the paper’s original abstract. Feel free to learn from the version that suits you best!
| Summary difficulty | Written by | Summary |
|---|---|---|
| High | Paper authors | High Difficulty Summary Read the original abstract here |
| Medium | GrooveSquid.com (original content) | Medium Difficulty Summary The RAM3D model is a groundbreaking text-guided method for editing 3D scenes. This innovative approach enables the replacement of specific objects within a scene, while maintaining consistency across multiple viewpoints. By feeding in multi-view images and descriptive text prompts, the Erase-and-Replace technique can seamlessly swap out existing objects with newly generated content. The paper showcases the versatility of RAM3D by applying it to various realistic 3D scenes, demonstrating its ability to modify foreground objects without compromising the scene’s integrity. |
| Low | GrooveSquid.com (original content) | Low Difficulty Summary We introduce a new way to change things in 3D pictures. Imagine being able to replace a chair or a car with something else, while keeping the rest of the picture looking normal. That’s what our RAM3D model can do. It takes pictures from different angles and some text that describes what you want to change and what you want to put instead. Then it makes the changes happen, making sure everything looks correct from all sides. |
