A hand pose tracking benchmark from stereo matching

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	A hand pose tracking benchmark from stereo matching
	Zhang, Jiawei ; Jiao, Jianbo ; Yang, Qingxiong ; Qu LQ(屈靓琼); Chen, Mingliang ; Xu, Xiaobin ; Cui SP(崔书平); Dong C(董策); Yang ZJ(杨志家); Zhang C(张超)
	2017
会议名称	2017 IEEE International Conference on Image Processing (ICIP)
会议日期	September 17-20, 2017
会议地点	Beijing, China
关键词	stereo matching and hand pose tracking
页码	982-986
通讯作者	Zhang, Jiawei
中文摘要	In this paper we establish a long-term 3D hand pose tracking benchmark1. It contains 18,000 stereo image pairs as well as the ground-truth 3D positions of palm and finger joints from different scenarios. Meanwhile, to accurately segment hand from stereo images, we propose a novel stereo-based hand segmentation and depth estimation algorithm specially tailored for hand tracking here. The experiments indicate the effectiveness of the proposed algorithm by demonstrating that its tracking performance is comparable to the use of an active depth sensor under various of challenging scenarios.
收录类别	EI ; CPCI（ISTP）
产权排序	2
会议主办者	The Institute of Electrical and Electronics Engineers Signal Processing Society
会议录	2017 24TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP)
会议录出版者	IEEE Computer Society
会议录出版地	New York
语种	英语
ISSN号	1522-4880
ISBN号	978-1-5090-2175-8
WOS记录号	WOS:000428410701022
内容类型	会议论文
源URL	[http://ir.sia.cn/handle/173321/22034]
专题	沈阳自动化研究所_工业控制网络与系统研究室
作者单位	1.University of Science and Technology of China, Hefei, China 2.University of Chinese Academy of Sciences, Beijing, China 3.Department of Computer Science, City University of Hong Kong, Hong Kong, Hong Kong 4.State Key Laboratory of Robotics, Shenyang Institute of Automation, CAS, Shenyang, China
推荐引用方式 GB/T 7714	Zhang, Jiawei,Jiao, Jianbo,Yang, Qingxiong,et al. A hand pose tracking benchmark from stereo matching[C]. 见:2017 IEEE International Conference on Image Processing (ICIP). Beijing, China. September 17-20, 2017.