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基于深度学习算法的水稻飞虱虫害图像测报系统设计 被引量:5
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作者 肖衡 《现代电子技术》 北大核心 2020年第21期39-42,共4页
为了实现水稻飞虱虫害诊断,解决传统测报系统中存在的误报率高的问题,利用深度学习算法从硬件和软件两个方面对水稻飞虱虫害图像测报系统进行优化设计。测报硬件系统主要由主机、分机、传感器以及图像采集设备组成,并通过电源电路为硬... 为了实现水稻飞虱虫害诊断,解决传统测报系统中存在的误报率高的问题,利用深度学习算法从硬件和软件两个方面对水稻飞虱虫害图像测报系统进行优化设计。测报硬件系统主要由主机、分机、传感器以及图像采集设备组成,并通过电源电路为硬件设备提供电力支持。在硬件设备安装完成的基础上,建立数据库为软件功能的实现提供基础数据,并利用深度学习算法通过采集图像预处理、识别水稻飞虱虫害和启动异常报警程序三个步骤实现图像测报功能。为了检测设计的基于深度学习算法的水稻飞虱虫害图像测报系统的性能,设计系统测试实验。经过与传统测报系统的对比可以发现,设计的虫害图像测报系统的误差率降低了0.19%,且平均时间消耗节省了0.64 s。 展开更多
关键词 水稻飞虱虫害 图像测报 深度学习算法 自动测报 图像处理 系统设计
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THE FEASIBILITY OF USING VERTICAL-LOOKING RADAR TO MONITOR THE MIGRATION OF BROWN PLANTHOPPER AND OTHER INSECT PESTS OF RICE IN CHINA
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作者 Joe R.Riley A.D.Smith D.R.Reynolds 《Entomologia Sinica》 CSCD 2003年第1期1-19,共19页
The recent development of automatically operating, inexpensive vertical-looking radar (VLR) for entomological purposes has made it practical to carry out routine, automated monitoring of insect aerial migration throug... The recent development of automatically operating, inexpensive vertical-looking radar (VLR) for entomological purposes has made it practical to carry out routine, automated monitoring of insect aerial migration throughout the year. In this paper we investigate whether such radars might have a role in monitoring and forecasting schemes designed to improve the management of the Brown Planthopper (BPH), Nilaparvata lugens, and of associated rice pest species in China. A survey of the literature revealed that these insects typically migrate at altitudes between 300 to 2 000 m above ground level, but calculations based on BPH radar scattering cross-sections indicated that the maximum altitude at which they individually produce signals analysable by current VLRs is only~240 m. We also show that coverage over most of the flight altitudes of BPH could be achieved by building a VLR using a wavelength of 8.8 mm instead of the 3.2 cm of existing VLR, but that such a radar would be expensive to build and to operate. We suggest that a more practical solution would be to use a 3.2 cm VLR as a monitor of the aerial movement of the larger species, from which the migration of rice pests in general might be inferred. 展开更多
关键词 RADAR MIGRATION FLIGHT brown planthopper rice pests.
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