3D-FRONT: 3D Furnished Rooms with layOuts and semaNTics
Abstrak
We introduce 3D-FRONT (3D Furnished Rooms with layOuts and semaNTics), a new, large-scale, and comprehensive repository of synthetic indoor scenes highlighted by professionally designed layouts and a large number of rooms populated by high-quality textured 3D models with style compatibility. From layout semantics down to texture details of individual objects, our dataset is freely available to the academic community and beyond. Currently, 3D-FRONT contains 6,813 CAD houses, where 18,968 rooms diversely furnished by 3D objects, far surpassing all publicly available scene datasets. The 13,151 furniture objects all come with high-quality textures. While the floorplans and layout designs (i.e., furniture arrangements) are directly sourced from professional creations, the interior designs in terms of furniture styles, color, and textures have been carefully curated based on a recommender system we develop to attain consistent styles as expert designs. Furthermore, we release Trescope, a light-weight rendering tool, to support benchmark rendering of 2D images and annotations from 3D-FRONT. We demonstrate two applications, interior scene synthesis and texture synthesis, that are especially tailored to the strengths of our new dataset.
Topik & Kata Kunci
Penulis (20)
Huan Fu
Bowen Cai
Lin Gao
Ling-Xiao Zhang
Cao Li
Zengqi Xun
Chengyue Sun
Yiyun Fei
Yu-qiong Zheng
Ying Li
Yi Liu
Peng Liu
Lin Ma
Le Weng
Xiaohang Hu
Xin Ma
Qian Qian
Rongfei Jia
Binqiang Zhao
H. Zhang
Akses Cepat
- Tahun Terbit
- 2020
- Bahasa
- en
- Total Sitasi
- 402×
- Sumber Database
- Semantic Scholar
- DOI
- 10.1109/ICCV48922.2021.01075
- Akses
- Open Access ✓