Active contours is a popular technique for image seg-

mentation. However, active contour tend to converge to the

closest local minimum of its energy function and often re-

quires a close boundary initialization. We introduce a new

approach that overcomes the close boundary initialization

problembyreformulatingtheexternalenergyterm. We treat

theactivecontourasameancurveoftheprobabilitydensity