Yu Li-jie

Work place: College of Automation Beijing Union University, Beijing, China

E-mail: zdhtlijie@buu.edu.cn


Research Interests: Programming Language Theory, Database Management System, Image Processing


YU Li-jie, female, is a Lecturer at the College of Automation Beijing Union University. She is currently working toward the Ph.D. degree in the Mechanical & Electronic Technology Research Center majoring in Test & Control Technology in the Beijing University of Technology. Her research interests include computer vision, digital image processing and Software Development. Her teaching interests include digital image processing, Object-Oriented programming, and web database technology

Author Articles
Automatic Image Segmentation Base on Human Color Perceptions

By Yu Li-jie Li De-sheng Zhou Guan-ling

DOI: https://doi.org/10.5815/ijigsp.2009.01.04, Pub. Date: 8 Oct. 2009

In this paper we propose a color image segmentation algorithm based on perceptual color vision model. First, the original image is divide into image blocks which are not overlapped; then, the mean and variance of every image back was calculated in CIEL*a*b* color space, and the image blocks were divided into homogeneous color blocks and texture blocks by the variance of it. The initial seed regions are automatically selected depending on calculating the homogeneous color blocks' color difference in CIEL*a*b* color space and spatial information. The color contrast gradient of the texture blocks need to calculate and the edge information are stored for regional growing. The fuzzy region growing algorithm and coloredge detection to obtain a final segmentation map. The experimental segmentation results hold favorable consistency in terms of human perception, and confirm effectiveness of the algorithm.

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