DocumentCode
235455
Title
Estimation of the number of crop seeds based on image identification
Author
Li Pengfei ; Meng Qi ; Zhang Weihong
Author_Institution
BeiHang Univ., Beijing, China
fYear
2014
fDate
20-22 Oct. 2014
Firstpage
243
Lastpage
248
Abstract
Edge detection and segmentation of binary image are used in estimation of the number of several kinds of crop seeds. An available method of segmentation of background and foreground is proposed. To solve the problem of oversegmentation, an improved watershed algorithm to the crop seeds image with the edge information is proposed. Experiments indicate that the method not only overcomes over-segmentation, but improves the precision of segmentation. Besides, area algorithm is appended to correct count number, which improves the accuracy of count number.
Keywords
crops; edge detection; image segmentation; background segmentation; binary image segmentation; crop seed image; edge detection; edge information; foreground segmentation; improved watershed algorithm; Area Algorithm; Edge Detection; Image Segmentation; Watershed Algorithm;
fLanguage
English
Publisher
ieee
Conference_Titel
Computing, Communications and IT Applications Conference (ComComAp), 2014 IEEE
Conference_Location
Beijing
Print_ISBN
978-1-4799-4813-0
Type
conf
DOI
10.1109/ComComAp.2014.7017204
Filename
7017204
Link To Document