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使用基于机器视觉的跟踪技术对烟草天蛾(Manduca sexta)的蜕皮进行量化和分析。

Quantification and analysis of ecdysis in the hornworm, Manduca sexta, using machine vision-based tracking.

作者信息

Shimoide Alan, Kimball Ian, Gutierrez Alba A, Lim Hendra, Yoon Ilmi, Birmingham John T, Singh Rahul, Fuse Megumi

机构信息

Department of Computer Science, San Francisco State University, 1600 Holloway Ave., San Francisco, CA 94132, USA.

出版信息

Invert Neurosci. 2013 Jun;13(1):45-55. doi: 10.1007/s10158-012-0142-9. Epub 2012 Sep 25.

Abstract

We have developed a machine vision-based method for automatically tracking deformations in the body wall to monitor ecdysis behaviors in the hornworm, Manduca sexta. The method utilizes naturally occurring features on the animal's body (spiracles) and is highly accurate (>95 % success in tracking). Moreover, it is robust to unanticipated changes in the animal's position and in lighting, and in the event tracking of specific features is lost, tracking can be reestablished within a few cycles without input from the user. We have paired our tracking technique with electromyography and have also compared our in vivo results to fictive motor patterns recorded from isolated nerve cords. We found no major difference in the cycle periods of contractions during naturally occurring ecdysis compared to ecdysis initiated prematurely through injection of the peptide ecdysis-triggering hormone, and we confirmed that the ecdysis period in vivo is statistically similar to that of the fictive motor pattern.

摘要

我们开发了一种基于机器视觉的方法,用于自动跟踪体壁变形,以监测烟草天蛾(Manduca sexta)的蜕皮行为。该方法利用动物身体上自然存在的特征(气门),并且具有很高的准确性(跟踪成功率>95%)。此外,它对动物位置和光照的意外变化具有鲁棒性,并且在特定特征的跟踪丢失时,无需用户输入即可在几个周期内重新建立跟踪。我们将跟踪技术与肌电图配对,并将我们的体内结果与从分离的神经索记录的虚拟运动模式进行了比较。我们发现,与通过注射肽蜕皮触发激素过早引发的蜕皮相比,自然发生的蜕皮过程中收缩的周期没有显著差异,并且我们证实体内蜕皮期在统计学上与虚拟运动模式的蜕皮期相似。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eaae/3969263/d379063b9a54/nihms410177f1.jpg

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