Title :
The color image processing technology of the milk somatic cells
Author :
Wang, Yuedong ; Xue, Heru
Author_Institution :
Coll. of Comput. & Inf. Eng., Inner Mongolia Agric. Univ., Huhhot, China
Abstract :
Image processing is widely applied in the field of the biology and medicine domain, however, the study of the milk somatic cell image processing technology is a new topic currently. This paper carries on the pre-processing to the milk somatic cell images firstly. Then in the foundation of the selection of the color space and the analysis based on the SOM algorithm, the milk somatic cell color images are segmented using the SOM neural network in a specific color space, and the overlapping cells are separated. Ultimately obtains the image of somatic cell count through the Fire Spread method.
Keywords :
cellular biophysics; dairy products; image colour analysis; image segmentation; self-organising feature maps; SOM algorithm; SOM neural network; biology; color image processing; color space selection; fire spread method; image segmentation; medicine; milk somatic cell; Algorithm design and analysis; Biomedical imaging; Cells (biology); Dairy products; Image analysis; Image color analysis; Image processing; Image segmentation; Neural networks; Space technology; SOM neural network; component; image processing; the SCC; the milk somatic cell;
Conference_Titel :
Computer Engineering and Technology (ICCET), 2010 2nd International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4244-6347-3
DOI :
10.1109/ICCET.2010.5485594
