In the age of information technology, a large number of images are generated at 24/7 which leads to a growing interest for searching out similar images from the large databases/ data warehouses. For searching an image from the database, images need to be described by certain features. The most important feature to describe an image is its shape. Now-adays, shape is used for image retrieval.