Similar Hand Gesture Recognition by Automatically Extracting Distinctive Features
文献类型：期刊论文
| 作者 | Zeyu Ding; Yanmei Chen; Yen-Lun Chen; Xinyu Wu |
| 刊名 | INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS
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| 出版日期 | 2017 |
| 文献子类 | 期刊论文 |
| 英文摘要 | With the flourish development of computer vision technology, hand gesture recognition plays a more and more vital role in human-computer interaction for its convenient and nonverbal communication. However, confusion caused by similar gestures brings inherent errors when considering enough meaningful gestures in the database. In this paper, an automatic feature extraction for similar gesture recognition is proposed with respect to confusion arising in similar gestures. Except the orientation feature, four additional innovative features are extracted to distinguish all the similar gestures remarkably in the experimental database containing 10 numbers and 26 letters. Compared with the conventional method that a couple of similar gestures are extracted as a specific feature, the proposed method distinguishes similar gestures with automatic distinctive feature extraction. Experimental results show high recognition rate and versatility of the proposed method. |
| URL标识 | 查看原文 |
| 语种 | 英语 |
| 源URL | [http://ir.siat.ac.cn:8080/handle/172644/11722]  |
| 专题 | 深圳先进技术研究院_集成所 |
| 作者单位 | INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS |
| 推荐引用方式 GB/T 7714 | Zeyu Ding,Yanmei Chen,Yen-Lun Chen,et al. Similar Hand Gesture Recognition by Automatically Extracting Distinctive Features[J]. INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS,2017. |
| APA | Zeyu Ding,Yanmei Chen,Yen-Lun Chen,&Xinyu Wu.(2017).Similar Hand Gesture Recognition by Automatically Extracting Distinctive Features.INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS. |
| MLA | Zeyu Ding,et al."Similar Hand Gesture Recognition by Automatically Extracting Distinctive Features".INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS (2017). |
入库方式： OAI收割
来源：深圳先进技术研究院
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