A method of extracting and representing morphological features of satellite cloud images is proposed.Firstly,images are segmented using threshold method,then several main cloud mass are selected to represent the contents of images.After that,deformable circle models are applied to each main cloud mass which then can be represented by combination of circle units for consideration of shape decomposition.It proves a simple and effective method to our experiments of GMS5 images.