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Automated Counting of Sex-Pheromone Attracted Insects Using Trapped Images

文献类型： 外文期刊

作者： Li, Wenyong 1 ; Chen, Meixiang 2 ; Li, Ming 2 ; Sun, Chuanheng 2 ; Wang, Lin 3 ;

作者机构： 1.Natl Engn Res Ctr Informat Technol Agr, Intelligent Syst Dept, Beijing, Peoples R China

2.Natl Engn Res Ctr Informat Technol Agr, Beijing 100097, Peoples R China

3.Tianjin Univ Sci & Technol, Sch Elect Informat & Automat, Tianjin 300222, Peoples R China

关键词： Image segmentation; Boundary tracking; Watershed; Insect counting; Integrated pest management

期刊名称：COMPUTER AND COMPUTING TECHNOLOGIES IN AGRICULTURE XI, PT I

ISSN： 1868-4238

年卷期： 2019 年 545 卷

页码：

收录情况： SCI

摘要： In this paper, an automatic segmentation and counting method for insect monitoring in orchard was proposed. The method based on image processing consisted of: (1) touching insect detection, (2) local segmentation points search using boundary tracking and morphological thinning operation, recursively, (3) segmentation lines implementation using the shortest distance idea. Algorithm performance was evaluated in terms of segmentation ratio and segmentation accuracy. Compared with the watershed method, the proposed method had improvement in evaluation criteria. Its average segmentation ratio was 1.03 and average segmentation accuracy was 96.7%, respectively. The results demonstrate the proposed method is an alternative solution for insect monitoring in integrated pest management.

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