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
Link To Document :
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