Issue No. 04 - April (2008 vol. 30)
Xianghua Xie , IEEE
Majid Mirmehdi , IEEE
We propose an active contour model using an external force field that is based on magnetostatics and hypothesized magnetic interactions between the active contour and object boundaries. The major contribution of the method is that the interaction of its forces can greatly improve the active contour in capturing complex geometries and dealing with difficult initializations, weak edges and broken boundaries. The proposed method is shown to achieve significant improvements when compared against six well-known and state-of- he-art shape recovery methods, including the geodesic snake, the generalized version of GVF snake, the combined geodesic and GVF snake, and the charged particle model.
Active contours, deformable model, object segmentation, magnetostatic forces
Xianghua Xie, Majid Mirmehdi, "MAC: Magnetostatic Active Contour Model", IEEE Transactions on Pattern Analysis & Machine Intelligence, vol. 30, no. , pp. 632-646, April 2008, doi:10.1109/TPAMI.2007.70737