The median filtering method based upon Rough set theory was applied to the sonar image processing, and the demonstration was given.

Reducing image noise and protecting object edges is a primary task on a filter design, and it is still an important task owing to the sonar image being bad quality.

The results of noise reduction with a median filter, a average filter and a gauss filter are analyzed. The author applies these algorithms to the sonar image smoothing.