Title :
A Survey for Region-Based Level Set Image Segmentation
Author :
Jiang, Yuting ; Wang, Meiqing ; Xu, Haiping
Author_Institution :
Coll. of Math. & Comput. Sci., Fuzhou Univ., Fuzhou, China
Abstract :
Partial differential equations are widely used in image segmentation. Meanwhile, topological change of Curve evolution, which is very difficult to solve previously, was effectively handled by level set method proposed by Osher and Sethian. In this paper, several region-based level set image segmentation models in recent years are described in details. By experimenting some of the models, the main limitations and development potential of this field are discussed.
Keywords :
image segmentation; partial differential equations; set theory; curve evolution; level set method; partial differential equation; region-based level set image segmentation; Active contours; Capacitance-voltage characteristics; Computational modeling; Image segmentation; Level set; Mathematical model; Numerical models; image segmentation; level set method; partial differential equations;
Conference_Titel :
Distributed Computing and Applications to Business, Engineering & Science (DCABES), 2012 11th International Symposium on
Conference_Location :
Guilin
Print_ISBN :
978-1-4673-2630-8
DOI :
10.1109/DCABES.2012.44