Color-texture Image Segmentation Approach Designed by Integrating Geodesic Active Contour Model and Multilayer Graph Cut Model

Authors

Yang Yong, 1. School of Information Engineering, Huang He Science and Technology College, Zhengzhou 450063, China;;2. Zheng Zhou University of Industrial Technology, Zhengzhou 450000, China;;3. School of Information Engineering, Zheng Zhou University, Zhengzhou 450060, China;
Liangren Zheng, 1. School of Information Engineering, Huang He Science and Technology College, Zhengzhou 450063, China;;
Guo Ling, 1. School of Information Engineering, Huang He Science and Technology College, Zhengzhou 450063, China;;
Yangdong Ye, 3. School of Information Engineering, Zheng Zhou University, Zhengzhou 450060, China;

Abstract

Abstract: An approach of color-texture image segmentation was proposed based on geodesic active contour model and multilayer graph cut model. As the clustering centers were commonly descripted with constant densities, the two phase Chan-vese model was extended to multiphase geodesic active contour model by using the Gaussian distribution to describe the changing density for each phase, and meanwhile the geodesic active contour was added into the proposed model, so that the presented approach could capture out the concave edge. For the minimization of the proposed energy function, a corresponded multilayer graph cut model was designed for resolving global approximated minimization by adopting maximum flow/minimum cut algorithm. Through the comparison experiment, the superiority of the proposed method can capture the concave boundary, which owns higher accuracy of the quantitative results.

Recommended Citation

Yong, Yang; Zheng, Liangren; Ling, Guo; and Ye, Yangdong (2020) "Color-texture Image Segmentation Approach Designed by Integrating Geodesic Active Contour Model and Multilayer Graph Cut Model," Journal of System Simulation: Vol. 28: Iss. 9, Article 35.
Available at: https://dc-china-simulation.researchcommons.org/journal/vol28/iss9/35

First Page

2159

Revised Date

2015-09-23

DOI Link

https://doi.org/

Last Page

2168

CLC

TP391.04

Recommended Citation

Yang Yong, Zheng Liangren, Guo Ling, Ye Yangdong. Color-texture Image Segmentation Approach Designed by Integrating Geodesic Active Contour Model and Multilayer Graph Cut Model[J]. Journal of System Simulation, 2016, 28(9): 2159-2168.