A hand pose tracking benchmark from stereo matching
文献类型：会议论文
| 作者 | Xu, Xiaobin4; Zhang, Jiawei4; Jiao, Jianbo4; Chen, Mingliang4; Qu LQ(屈靓琼)2,3,4 ; Yang, Qingxiong1
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| 出版日期 | 2017 |
| 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 |
| 英文摘要 | 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. |
| 源文献作者 | The Institute of Electrical and Electronics Engineers Signal Processing Society |
| 产权排序 | 2 |
| 会议录 | 2017 24TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP)
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| 会议录出版者 | IEEE |
| 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://119.78.100.139/handle/173321/22057]  |
| 专题 | 沈阳自动化研究所_机器人学研究室 |
| 通讯作者 | Zhang, Jiawei |
| 作者单位 | 1.University of Science and Technology of China, Hefei, China 2.University of Chinese Academy of Sciences, Beijing, China; 3.State Key Laboratory of Robotics, Shenyang Institute of Automation, CAS, Shenyang, China; 4.Department of Computer Science, City University of Hong Kong, Hong Kong, Hong Kong; |
| 推荐引用方式 GB/T 7714 | Xu, Xiaobin,Zhang, Jiawei,Jiao, Jianbo,et al. A hand pose tracking benchmark from stereo matching[C]. 见:. 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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