It has been found that unknown meteor showers could be efficiently discovered from the single station video meteor database of the International Meteor Organization (IMO) by assuming the geocentric velocity and adjusting it within the dynamically permitted range. The mean geocentric velocities of new meteor showers can be obtained, as well as the coordinates of the radiants. The activity period and maximum time can also be obtained if there are sufficient shower meteors. All single station video meteor observations between February 13 and 17 (from 2000 to 2005) in IMO's database are processed with this method. As a result, two new meteor showers, one near RA=245.10°, Dec=41.82° in Hercules and the other near RA=233.03°, Dec=17.04° in Serpenids, are discovered. Some dynamical characteristics of the new meteor showers are also determined. Considering the random nature on the selection of period in this work, it is expected that there are some more potential new meteor showers in IMO's video database.single-station video meteor database, the process of single-station video meteor database, discovery of new meteor showers The traditional methods for the determination of new meteor showers include plotting and double station techniques. Plotting is based on the backward prolongations of meteor paths. A meteor may belong to a shower only if its backward trace is through the nearby region of the corresponding radiant [1] . This is a direct method, which maintains rather high requirements for observers and high restrictions for further analysis. Double station observations record different positions of the same meteor on the star background, and then consequently compute the trajectory and orbit with geometry [2] . With this method, precise coordinates of the radiant can be determined. However, such observations of comparatively high requirements are relatively difficult to perform.