1. A method of image object tracking and segmentation, comprising: defining an initial contour for identifying an image object; partitioning the initial contour into a plurality of contour segments; estimating a weighted length for each of the plurality of contour segments; and generating a desired contour by converging the plurality of contour segments to a plurality of edges of the image object using the estimated weighted length.