Mathematical morphology provides a geometric approach to image processing and pattern recognition. One important task in AM/FM conversion process is the recognition of various geometric objects in a utility map. In this paper, the AM/FM conversion process and the difficulties involved are briefly discussed. The application of morphological operators to utility map for shape recognition is presented. The comparison and relationship to the classical recognition techniques such as template matching and Hough transform are examined.