DocumentCode :
535507
Title :
A binarization algorithm for digital meter image based on gray-scale morphology
Author :
Lei, Haijun ; Li, Lingmin ; Zhang, Panpan ; Wang, Ming ; Li, Xianyi
Author_Institution :
Coll. of Comput. & Software, Shenzhen Univ., Shenzhen, China
Volume :
5
fYear :
2010
fDate :
16-18 Oct. 2010
Firstpage :
2427
Lastpage :
2429
Abstract :
Through analyzing and researching the characteristic of the digital meter image and the effect of the top-hat transform and bottom-hat transform, a kind of binarization algorithm for digital meter image based on gray-scale morphology is presented. A gray-scale digital meter image is processed by top-hat transform and bottom-hat transform separately after a specifically kind of structuring element is chosen. And then, a contrast enhancement image is achieved by subtracting the image obtained by bottom-hat transform from the original image plus the image obtained by Top-hat transform. The binarization procedure is accomplished after threshold value is acquired by the adaptive threshold method. The Experimental results show the effectiveness and robustness for digital meter image with uneven illumination of the algorithm.
Keywords :
digital multimeters; image enhancement; transforms; binarization algorithm; bottom-hat transform; contrast enhancement image; digital meter image; gray-scale morphology; top-hat transform; Algorithm design and analysis; Filtering; Gray-scale; Lighting; Morphology; Noise; Transforms; binarization; bottom-hat transform; gray-scale morphology; top-hat transform;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image and Signal Processing (CISP), 2010 3rd International Congress on
Conference_Location :
Yantai
Print_ISBN :
978-1-4244-6513-2
Type :
conf
DOI :
10.1109/CISP.2010.5648276
Filename :
5648276
Link To Document :
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