Title :
Cereal grain size measurement based on image processing technology
Author :
Wu, Yong ; Pan, Yi
Author_Institution :
Dept. of Comput. Sci. & Inf. Eng., Henan Univ. of Technol., Zhengzhou, China
Abstract :
In older to measure the cereal grain size rapidly and objectively, a measurement method based on digital image processing technology was proposed. Firstly, the grain images acquired by a scanner were preprocessed by using the methods of image enhancement and morphological reconstruction. Then 2D Otsu was used to segment the image. Finally, through image analysis technology the grain size parameters were measured, including grain number, area, size, roundness and size distribution etc., the experiment results show that the image measurement method has advantages of accuracy and high efficiency.
Keywords :
agricultural products; grain size; image enhancement; image morphing; image reconstruction; image scanners; image segmentation; size measurement; 2D Otsu; cereal grain size measurement; digital image processing technology; image analysis technology; image enhancement; image scanner; morphological reconstruction; Grain size; Image reconstruction; Image segmentation; Particle measurements; Pixel; Size measurement;
Conference_Titel :
Intelligent Control and Information Processing (ICICIP), 2010 International Conference on
Conference_Location :
Dalian
Print_ISBN :
978-1-4244-7047-1
DOI :
10.1109/ICICIP.2010.5564253