首页> 外文会议>Intelligent Engineering Systems (INES), 2012 IEEE 16th International Conference on >Detection of the mite Varroa destructor in honey bee cells by video sequence processing
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Detection of the mite Varroa destructor in honey bee cells by video sequence processing

机译:通过视频序列处理检测蜜蜂细胞中螨螨的Varroa破坏因子

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摘要

It is presented an algorithm for detecting and tracking a mite, from videos provided by the Centro de Investigación Apícola Tropical (CINAT-Costa Rica). These registrations correspond to the presence of the Varroa destructor mite in an Africanized honey bee cell, in a controlled environment. The main objective in this paper is to present the various stages of development of the algorithm and show the results obtained in the percentage of success in detecting. Therefore, we have implemented a calibration system in order to have a frame more enhanced versus the original video. This calibration is done by the searching of the Movement Active Area and definition of our object (the mite V destructor), and finally, an automatic detection and tracking are done. We have reached up to 93.75% for right detection and tracking, working on real time under a Matlab environment.
机译:本文介绍了一种由热带热带中心(哥斯达黎加)提供的视频中检测和跟踪螨虫的算法。这些记录对应于在受控环境中非洲化蜜蜂细胞中Varroa破坏螨的存在。本文的主要目的是介绍算法开发的各个阶段,并以检测成功率显示所获得的结果。因此,我们实施了一个校准系统,以使帧比原始视频更加增强。通过搜索“活动活动区域”和定义对象(螨V的析构函数)来完成此校准,最后完成自动检测和跟踪。我们已经达到了93.75%的正确检测和跟踪能力,可以在Matlab环境下实时进行工作。

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