This paper study on the method for detection of ship targets form visual images. To deal with the problem such as black and white polar, disturbance of sea spray, a target segmentation method based on feature field is presented. This method is to transform the original gray image, in which target segmentation is difficult, into an improved image in feature field, thus segmentation will be easier. This paper also presents the experiment results to illustrate the merits of this method.