According to the formation principle of the Kelvin Transverse Wave(KTW), the KTW crest model was elaborated and analyzed. An automatic method for KTW detection and vessel velocity estimation was put forward on the basis of generalized Hough transform. The KTW detection results in remote sensing images were satisfactory and the vessel velocities were thus estimated. The method presented here will be helpful in marine transportation and harbor management.