An interactive approach for functional prototype recovery from a single RGBD image

doi:10.1007/s41095-016-0032-x

	An interactive approach for functional prototype recovery from a single RGBD image
	Rong, Yuliang 1; Zheng, Youyi2 ; Shao, Tianjia 1; Yang, Yin 3; Zhou, Kun 1
	2016-03-01
发表期刊	COMPUTATIONAL VISUAL MEDIA (IF:17.3[JCR-2023])
ISSN	2096-0433
EISSN	2096-0662
卷号	2 期号:1 页码:87-96
发表状态	已发表
DOI	10.1007/s41095-016-0032-x
摘要	Inferring the functionality of an object from a single RGBD image is difficult for two reasons: lack of semantic information about the object, and missing data due to occlusion. In this paper, we present an interactive framework to recover a 3D functional prototype from a single RGBD image. Instead of precisely reconstructing the object geometry for the prototype, we mainly focus on recovering the object’s functionality along with its geometry. Our system allows users to scribble on the image to create initial rough proxies for the parts. After user annotation of high-level relations between parts, our system automatically jointly optimizes detailed joint parameters (axis and position) and part geometry parameters (size, orientation, and position). Such prototype recovery enables a better understanding of the underlying image geometry and allows for further physically plausible manipulation. We demonstrate our framework on various indoor objects with simple or hybrid functions. © 2016, The Author(s).
关键词	Semantics Geometry cuboid proxy functionality part relations prototype Shape analysis
URL	查看原文
收录类别	EI
语种	英语
出版者	Tsinghua University Press
EI入藏号	20202908958759
EI主题词	Recovery
EI分类号	921 Mathematics
原始文献类型	Journal article (JA)
来源库	IEEE
文献类型	期刊论文
条目标识符	https://kms.shanghaitech.edu.cn/handle/2MSLDSTB/251769
专题	信息科学与技术学院_PI研究组_郑友怡组
作者单位	1.State Key Lab of CAD&CG, Zhejiang University, Hangzhou; 310058, China; 2.ShanghaiTech University, Shanghai; 200031, China; 3.The University of New Mexico, Albuquerque; NM; 87131, United States
推荐引用方式 GB/T 7714	Rong, Yuliang,Zheng, Youyi,Shao, Tianjia,et al. An interactive approach for functional prototype recovery from a single RGBD image[J]. COMPUTATIONAL VISUAL MEDIA,2016,2(1):87-96.
APA	Rong, Yuliang,Zheng, Youyi,Shao, Tianjia,Yang, Yin,&Zhou, Kun.(2016).An interactive approach for functional prototype recovery from a single RGBD image.COMPUTATIONAL VISUAL MEDIA,2(1),87-96.
MLA	Rong, Yuliang,et al."An interactive approach for functional prototype recovery from a single RGBD image".COMPUTATIONAL VISUAL MEDIA 2.1(2016):87-96.