DocumentCode :
3278820
Title :
Display region segmentation from a computer screen image using closed-contour tracking
Author :
Chen, Yung-Sheng ; Lin, Kun-li
Author_Institution :
Dept. of Electr. Eng., Yuan Ze Univ., Taoyuan, Taiwan
Volume :
4
fYear :
2011
fDate :
10-13 July 2011
Firstpage :
1739
Lastpage :
1745
Abstract :
Based on closed-contour tracking, a real-time approach for the display region segmentation from a computer screen image is presented in this paper. This approach provides a significant preprocessing step while computer vision is perceiving digital-world information through a computer screen. To segment the display region, a closed contour between the screen frame and display region should be found first in our approach, in which a grayscale image containing the whole screen area is required. Because of some inherent characteristics embedded in a computer screen image, a mean-C adaptive thresholding algorithm is used to obtain a binarized image that contains the wanted closed-contour boundary. Then a parallel thinning algorithm is applied to reduce the thickness of the closed contour to be 1-pixel wide. Finally, our closed-contour tracking algorithm is used to perform the display region segmentation. Experiments confirm the feasibility of the proposed approach.
Keywords :
computer displays; computer vision; image segmentation; object tracking; screens (display); closed-contour boundary; closed-contour tracking; computer screen; computer screen image; computer vision; display region segmentation; mean-C adaptive thresholding algorithm; Computer vision; Computers; Cybernetics; Gray-scale; Image edge detection; Image segmentation; Machine learning; Computer vision; Contour tracking; Image segmentation; Thinning;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Machine Learning and Cybernetics (ICMLC), 2011 International Conference on
Conference_Location :
Guilin
ISSN :
2160-133X
Print_ISBN :
978-1-4577-0305-8
Type :
conf
DOI :
10.1109/ICMLC.2011.6017009
Filename :
6017009
Link To Document :
بازگشت