A image based visibility monitoring system for the Yangtze River in mountainous area is designed，including data acquisition module，learning module，visibility calculation module and alarm and communication module.The algorithm of information acquisition and visibility estimation based on image is realized，and the fusion algorithm based on multi sensors is realized by combining the D-S evidence theory.The alarm unit can monitor the dynamic changes of visibility according to the rules.The system has been implemented and validated.