基于计算机视觉的水稻病虫害监测平台研发
Research and Development of Rice Disease and Pest Monitoring Platform Based on Computer Vision
管博伦 1董伟 1张立平 1朱静波 1孔娟娟 1李闰枚 1张萌1
作者信息
- 1. 安徽省农业科学院农业经济与信息研究所,安徽合肥 230031
- 折叠
摘要
水稻病虫害是影响水稻产量与质量的重要因素之一,加强病虫害的防治意义重大.从需求分析、技术系统架构、功能模块3 个方面详细阐述了水稻病虫害检测预警平台的研发过程,通过周围环境信息与图像识别技术实现了水稻病虫害监测预警功能,提升了水稻病虫害防治效率.分析和调研发现,水稻病虫害检测预警平台仍然存在一些问题,未来将从增强系统的地域适应性、提高小型害虫的识别效果、构建高质量农业病虫害数据集3个方面开展进一步研究.
Abstract
Rice diseases and pests are one of the important factors affecting rice yield and quality.It is of great significance to strengthening the prevention and control of diseases and pests.The article elaborates on the development process of a rice pest detection and warning platform from three aspects of demand analysis,technical system architecture and functional modules.Through the use of surrounding environmental in-formation and image recognition technology,the rice pest detection and warning function was achieved,improving the efficiency of rice pest prevention and control.After analysis and research,it was found that there were still some problems with the rice pest detection and warning platform.In the future,in-depth research could be conducted from three aspects of enhancing the regional adaptability of the system,improving the recognition effect of small pests and constructing high-quality agricultural pest and disease datasets.
关键词
水稻病虫害/图像识别/监测/预警Key words
Rice pests and diseases/Image recognition/Monitor/Warning引用本文复制引用
基金项目
安徽省财政农业科技成果转化项目(2022ZH001)
安徽省农业科学院科研计划项目(2023YL014)
出版年
2024
国家科技期刊平台
NSTL
万方数据