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

Global Active Contour-based Image Segmentation via Probability Alignment.pdf

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