Reconstruction of an underwater object from a sequence of images distorted by moving water waves is a challenging task. A new approach is presented in this paper. We attempt to use the bispectrum technique to analyze the raw images and recover the phase of the true object. We test our approach on both simulated and real-world data, separately. Results show that our algorithm is promising. Such technique has wide applications such as ocean study and submarine observation.