摘要
随着计算机技术的快速发展,现代农业逐步走向数字化、精准化和智能化,昆虫自动识别和计数成为国内外研究的热点。论文综述了国内外基于图像的昆虫自动识别与计数技术研究的主要方法和应用,概述了各种方法的原理,比较了它们的优缺点,最后讨论了存在的问题及研究展望。
As the rapid development of information technology, digitization, precision and intelligence are important characteristics for modern agriculture and automatic identification and counting of agricultural insects has become a hot research topic. Main methods and applications for automatic insect identification and counting by image processing technology were reviewed. The advantages and disadvantages of these methods were compared and the relevant problems and prospect were also discussed.
出处
《中国农业科学》
CAS
CSCD
北大核心
2011年第14期2886-2899,共14页
Scientia Agricultura Sinica
基金
国家自然科学基金(31071678)
浙江省重大科技项目(2010C12026)
中央级公益性科研院所基本科研业务费专项资金项目(2009RG004-2)
宁波市科技项目(2010C10044)
关键词
昆虫自动识别
昆虫计数
图像处理
特征提取
模式识别
automatic insect identification
insect counting
image processing
feature extraction
pattern recognition
作者简介
联系方式:姚青,E-mail:q-yao@126.com。
通信作者 唐健,Tel:0571-63370331;E-mail:tangjian@mail.hz.zj.cn