Institutional Repository, Institute of Psychology, Chinese Academy of Sciences
| The effect of object features on multiple object tracking and identification | |
Liu, Tianwei ; Chen, Wenfeng; Xuan, Yuming; Fu, Xiaolan; Liu, T. ([email protected])
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| 2009 | |
| 会议名称 | 8th International Conference on Engineering Psychology and Cognitive Ergonomics, EPCE 2009 |
| 会议录名称 | Lecture Notes in Artificial Intelligence |
| 页码 | 206-212 |
| 会议日期 | July 19, 2009 - July 24, 2009 |
| 会议地点 | San Diego, CA, United states |
| 出版地 | Tiergartenstrasse 17, Heidelberg, D-69121, Germany |
| 出版者 | Springer Verlag |
| 摘要 | Tracking of multiple objects is challenging for computer vision system under certain circumstance. We investigated this problem with human observers. In our experiment, observers were asked to track multiple moving items as well as to maintain their identities. We found that the capacity of maintaining multiple moving object identities of human is about three to four items, and uniqueness improves the general tracking and ID performance. It also showed that observers' capacity of ID task was dependent on feature type, and suggests that a less resource-demanding process of identity-related feature would lead to more effective improvement on tracking. These results provide some indications for the design of computer vision system which involves human monitoring, and suggest that creating a featural space to map the identity of multiple objects may aid the automatic object tracking. © 2009 Springer Berlin Heidelberg. |
| 学科领域 | 工业与组织心理学 |
| DOI | 10.1007/978-3-642-02728-4_22 |
| 收录类别 | EI |
| 语种 | 英语 |
| WOS记录号 | WOS:000271455000022 |
| 引用统计 | |
| 文献类型 | 会议论文 |
| 条目标识符 | http://ir.psych.ac.cn/handle/311026/20713 |
| 专题 | 脑与认知科学国家重点实验室 |
| 通讯作者 | Liu, T. ([email protected]) |
| 作者单位 | 1.State Key Laboratory of Brain and Cognitive Science, Institute of Psychology, Chinese Academy of Sciences, Beijing 100101, China 2.Graduate University, Chinese Academy of Sciences, Beijing 100049, China |
| 推荐引用方式 GB/T 7714 | Liu, Tianwei,Chen, Wenfeng,Xuan, Yuming,et al. The effect of object features on multiple object tracking and identification[C]. Tiergartenstrasse 17, Heidelberg, D-69121, Germany:Springer Verlag,2009:206-212. |
| 条目包含的文件 | ||||||
| 文件名称/大小 | 文献类型 | 版本类型 | 开放类型 | 使用许可 | ||
| 2009 The Effect of O（164KB） | 会议论文 | 作者接受稿 | 限制开放 | CC BY-NC-SA | 请求全文 | |
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