Report
FocalDreamer: Text-driven 3D Editing via Focal-fusion Assembly
| العنوان: | FocalDreamer: Text-driven 3D Editing via Focal-fusion Assembly |
|---|---|
| المؤلفون: | Li, Yuhan, Dou, Yishun, Shi, Yue, Lei, Yu, Chen, Xuanhong, Zhang, Yi, Zhou, Peng, Ni, Bingbing |
| سنة النشر: | 2023 |
| المجموعة: | Computer Science |
| مصطلحات موضوعية: | Computer Science - Computer Vision and Pattern Recognition, Computer Science - Graphics, Computer Science - Machine Learning |
| الوصف: | While text-3D editing has made significant strides in leveraging score distillation sampling, emerging approaches still fall short in delivering separable, precise and consistent outcomes that are vital to content creation. In response, we introduce FocalDreamer, a framework that merges base shape with editable parts according to text prompts for fine-grained editing within desired regions. Specifically, equipped with geometry union and dual-path rendering, FocalDreamer assembles independent 3D parts into a complete object, tailored for convenient instance reuse and part-wise control. We propose geometric focal loss and style consistency regularization, which encourage focal fusion and congruent overall appearance. Furthermore, FocalDreamer generates high-fidelity geometry and PBR textures which are compatible with widely-used graphics engines. Extensive experiments have highlighted the superior editing capabilities of FocalDreamer in both quantitative and qualitative evaluations. Comment: Project website: https://focaldreamer.github.io |
| نوع الوثيقة: | Working Paper |
| URL الوصول: | http://arxiv.org/abs/2308.10608 |
| رقم الانضمام: | edsarx.2308.10608 |
| قاعدة البيانات: | arXiv |
| الوصف غير متاح. |