Extraction of invariant moments used for pattern recognition is a subject in optics to be further studied. In this paper, an optical method utilizing a single holographic mask is presented for realizing two-dimensional geometric moment transform. The invariant moments of a group of English letters are extracted successfully, which indeed exhibit the invariant features under translating and rotating