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