DocumentCode
536100
Title
The Research on Cow Image Binarization Under Non-Uniform Illumination
Author
Ma, Yan ; Li, Shun-Bao
Author_Institution
Dept. of Comput. Sci., Shanghai Normal Univ., Shanghai, China
Volume
1
fYear
2010
fDate
23-24 Oct. 2010
Firstpage
134
Lastpage
137
Abstract
In this paper we propose that non-uniform illumination in cow image can be eliminated by homomorphic filter. We also give the determination of parameter of Butter worth high pass filter according to the distribution features of energy using homomorphic filter. In this paper we exploit the optimal threshold method to determine the best threshold. We also propose a new region growing method based on the statistical characteristics of color difference in cow image. The experimental results show that the proposed method can effectively produce a binary cow image.
Keywords
Butterworth filters; high-pass filters; image colour analysis; lighting; Butterworth highpass filter; color difference; cow image binarization; homomorphic filter; non uniform illumination; optimal threshold method; Filtering algorithms; Histograms; Image color analysis; Image segmentation; Lighting; Pixel; Reflectivity; binarization; high-passs; homomorphic filter; non-uniform; threshold;
fLanguage
English
Publisher
ieee
Conference_Titel
Artificial Intelligence and Computational Intelligence (AICI), 2010 International Conference on
Conference_Location
Sanya
Print_ISBN
978-1-4244-8432-4
Type
conf
DOI
10.1109/AICI.2010.35
Filename
5656584
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