The problem of modeling and processing radar images for tracking applications has been considered. Digital simulation experiments have been carried out for area correlation of a reference target image with on-board radar acquired images. Effects of misregisterations of radar height (scaling) and orientation (rotation) and those of high pass filtering of images have been studied. Use of image models based on finite difference approximation of partial differential equations (PDEs) has also been studied.