In terms of the situation that the ship fire detection is high in the false alarm rate, in order to improve the reliability of fire detection system, a multi-sensor fire information fusion method based on the support vector machine is proposed. The simulation test shows that the fire recognition rate of fire detection system can be greatly improved through the effective fusion of multi-sensor detection data.