跟踪(教育)
计算机视觉
弹道
人工智能
同步(交流)
生物
计算机科学
跟踪系统
实时计算
卡尔曼滤波器
物理
天文
心理学
教育学
计算机网络
频道(广播)
作者
Ching-Hsin Chen,Ann‐Shyn Chiang,Hung‐Yin Tsai
标识
DOI:10.1093/jisesa/ieab079
摘要
Abstract Many systems to monitor insect behavior have been developed recently. Yet most of these can only detect two-dimensional behavior for convenient analysis and exclude other activities, such as jumping or flying. Therefore, the development of a three-dimensional (3D) monitoring system is necessary to investigate the 3D behavior of insects. In such a system, multiple-camera setups are often used to accomplish this purpose. Here, a system with a single camera for tracking small insects in a 3D space is proposed, eliminating the synchronization problems that typically occur when multiple cameras are instead used. With this setup, two other images are obtained via mirrors fixed at other viewing angles. Using the proposed algorithms, the tracking accuracy of five individual drain flies, Clogmia albipunctata (Williston) (Diptera: Psychodidae), flitting about in a spherical arena (78 mm in diameter) is as high as 98.7%, whereas the accuracy of 10 individuals is 96.3%. With this proposed method, the 3D trajectory monitoring experiments of insects can be performed more efficiently.
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