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
刊名	INTERNATIONAL JOURNAL OF COMPUTER VISION
	2021-12-01
卷号	129 期号:12 页码:3313-3337
关键词	3D-FUTURE Furniture shapes Textures Interior designs Synthetic images
ISSN号	0920-5691
DOI	10.1007/s11263-021-01534-z
英文摘要	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.
资助项目	Australian Research Council Project[FL-170100117] ; Australian Research Council[DE-210101624]
WOS研究方向	Computer Science
语种	英语
出版者	SPRINGER
WOS记录号	WOS:000707538700002
内容类型	期刊论文
源URL	[http://119.78.100.204/handle/2XEOYT63/17024]
专题	中国科学院计算技术研究所
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.