A new 3D image segmentation algorithm was proposed. This algorithm integrat
es the improved Active Contour model and a new forecast algorithm. The fore
cast algorithm is based on the peculiarity of 3D images i.e. the deformatio
n of the contour along the space or time axis is continuous in 3D images. T
he forecast algorithm analyzes the trend of the deformation of the contour
in the segmented images, then prognosticates the location and the shape of
the contour in the next image. Experiments on medical anatomic images show
that the new algorithm can observably improve the accuracy of the segmentat
ion and reduce the rime needed.