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The effect of object features on multiple object tracking and identification
Liu, Tianwei; Chen, Wenfeng; Xuan, Yuming; Fu, Xiaolan; Liu, T. (liutian_wei@163.com)
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
期号5639
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
DOI10.1007/978-3-642-02728-4_22
收录类别EI
语种英语
WOS记录号WOS:000271455000022
引用统计
被引频次:2[WOS]   [WOS记录]     [WOS相关记录]
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. (liutian_wei@163.com)
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.
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