Marching Cubes Algorithm for Fast 3D Modeling of Human Face by Incremental Data Fusion

CORC > 自动化研究所 > 中国科学院自动化研究所 > 数字内容技术与服务研究中心 > 听觉模型与认知计算

	Marching Cubes Algorithm for Fast 3D Modeling of Human Face by Incremental Data Fusion
	Huang, Xiangsheng; Chen, Xinghao; Tang, Tao; Huang, Ziling
刊名	MATHEMATICAL PROBLEMS IN ENGINEERING
	2013
英文摘要	We present a 3D reconstruction system to realize fast 3D modeling using a vision sensor. The system can automatically detect the face region and obtain the depth data as well as color image data once a person appears in front of the sensor. When the user rotates his head around, the system will track the pose and integrate the new data incrementally to obtain a complete model of the personal head quickly. In the system, iterative closest point (ICP) algorithm is first used to track the pose of the head, and then a volumetric integration method is used to fuse all the data obtained. Third, ray casting algorithm extracts the final vertices of the model, and finally marching cubes algorithm generates the polygonal mesh of the reconstructed face model for displaying. During the process, we also make improvements to speed up the system for human face reconstruction. The system is very convenient for real-world applications, since it can run very quickly and be easily operated.
WOS标题词	Science & Technology ; Technology ; Physical Sciences
类目[WOS]	Engineering, Multidisciplinary ; Mathematics, Interdisciplinary Applications
研究领域[WOS]	Engineering ; Mathematics
收录类别	SCI
语种	英语
WOS记录号	WOS:000317207200001
内容类型	期刊论文
源URL	[http://ir.ia.ac.cn/handle/173211/3311]
专题	数字内容技术与服务研究中心_听觉模型与认知计算
作者单位	Chinese Acad Sci, Inst Automat, Beijing 100090, Peoples R China
推荐引用方式 GB/T 7714	Huang, Xiangsheng,Chen, Xinghao,Tang, Tao,et al. Marching Cubes Algorithm for Fast 3D Modeling of Human Face by Incremental Data Fusion[J]. MATHEMATICAL PROBLEMS IN ENGINEERING,2013.
APA	Huang, Xiangsheng,Chen, Xinghao,Tang, Tao,&Huang, Ziling.(2013).Marching Cubes Algorithm for Fast 3D Modeling of Human Face by Incremental Data Fusion.MATHEMATICAL PROBLEMS IN ENGINEERING.
MLA	Huang, Xiangsheng,et al."Marching Cubes Algorithm for Fast 3D Modeling of Human Face by Incremental Data Fusion".MATHEMATICAL PROBLEMS IN ENGINEERING (2013).