A hand pose tracking benchmark from stereo matching
文献类型：会议论文
| 作者 | 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)
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| 出版日期 | 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)
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| 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 |
| 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. |
入库方式： OAI收割
来源：沈阳自动化研究所
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