DocumentCode
467776
Title
Research on Automatic Counting Soybean Leaf Aphids System Based on Computer Vision Technology
Author
Shen, Wei-Zheng ; Zhang, Chang-li ; Chen, Zhan-liang
Author_Institution
Northeast Agric. Univ., Harbin
Volume
3
fYear
2007
fDate
19-22 Aug. 2007
Firstpage
1635
Lastpage
1638
Abstract
The current investigation of aphid population dynamics mostly adopts manual counting, which causes the enormous workload. The accuracy is also hard to guarantee. But the computer vision technology used in this experimentation can automatically count aphids. In the experimentation, the aphids can be apart from soybean leaves by proposing the images with the HSI color system. Meanwhile the algorithm is given. The results showed that this method counts aphids accurately, rapidly and effectively.
Keywords
agriculture; computer vision; production engineering computing; automatic counting; computer vision technology; soybean leaf aphids system; Agricultural engineering; Charge coupled devices; Charge-coupled image sensors; Computer vision; Cybernetics; Educational institutions; Hardware; Image processing; Insects; Machine learning; Aphid; Automatic counting; Computer vision; Soybean;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics, 2007 International Conference on
Conference_Location
Hong Kong
Print_ISBN
978-1-4244-0973-0
Electronic_ISBN
978-1-4244-0973-0
Type
conf
DOI
10.1109/ICMLC.2007.4370408
Filename
4370408
Link To Document