3D-FUTURE: 3D Furniture Shape with TextURE

doi:10.1007/s11263-021-01534-z

	3D-FUTURE: 3D Furniture Shape with TextURE
	Fu, Huan 1; Jia, Rongfei 1; Gao, Lin 2; Gong, Mingming 3; Zhao, Binqiang 1; Maybank, Steve 4; Tao, Dacheng 5
	2021-12-01
发表期刊	INTERNATIONAL JOURNAL OF COMPUTER VISION
ISSN	0920-5691
卷号	129 期号:12 页码:3313-3337
摘要	The 3D CAD shapes in current 3D benchmarks are mostly collected from online model repositories. Thus, they typically have insufficient geometric details and less informative textures, making them less attractive for comprehensive and subtle research in areas such as high-quality 3D mesh and texture recovery. This paper presents 3D Furniture shape with TextURE (3D-FUTURE): a richly-annotated and large-scale repository of 3D furniture shapes in the household scenario. At the time of this technical report, 3D-FUTURE contains 9992 modern 3D furniture shapes with high-resolution textures and detailed attributes. To support the studies of 3D modeling from images, we couple the CAD models with 20,240 scene images. The room scenes are designed by professional designers or generated by an industrial scene creating system. Given the well-organized 3D-FUTURE and its characteristics, we provide a package of baseline experiments, such as joint 2D instance segmentation and 3D object pose estimation, image-based 3D shape retrieval, 3D object reconstruction from a single image, texture recovery for 3D shapes, and furniture composition, to facilitate related future researches on our database.
关键词	3D-FUTURE Furniture shapes Textures Interior designs Synthetic images
DOI	10.1007/s11263-021-01534-z
收录类别	SCI
语种	英语
资助项目	Australian Research Council Project[FL-170100117] ; Australian Research Council[DE-210101624]
WOS研究方向	Computer Science
WOS类目	Computer Science, Artificial Intelligence
WOS记录号	WOS:000707538700002
出版者	SPRINGER
引用统计	被引频次：40[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://119.78.100.204/handle/2XEOYT63/17025
专题	中国科学院计算技术研究所期刊论文_英文
通讯作者	Tao, Dacheng
作者单位	1.Alibaba Grp, Tao Technol Dept, Hangzhou, Peoples R China 2.Chinese Acad Sci, Inst Comp Technol, Beijing, Peoples R China 3.Univ Melbourne, Parkville, Vic, Australia 4.Univ London, Birkbeck Coll, Dept Comp Sci & Informat Syst, London, England 5.Univ Sydney, Sch Comp Sci, Camperdown, NSW, Australia
推荐引用方式 GB/T 7714	Fu, Huan,Jia, Rongfei,Gao, Lin,et al. 3D-FUTURE: 3D Furniture Shape with TextURE[J]. INTERNATIONAL JOURNAL OF COMPUTER VISION,2021,129(12):3313-3337.
APA	Fu, Huan.,Jia, Rongfei.,Gao, Lin.,Gong, Mingming.,Zhao, Binqiang.,...&Tao, Dacheng.(2021).3D-FUTURE: 3D Furniture Shape with TextURE.INTERNATIONAL JOURNAL OF COMPUTER VISION,129(12),3313-3337.
MLA	Fu, Huan,et al."3D-FUTURE: 3D Furniture Shape with TextURE".INTERNATIONAL JOURNAL OF COMPUTER VISION 129.12(2021):3313-3337.