Ice accretion on power line usually causes great damage to high voltage transmission system. A novel algorism is proposed for detecting thickness of ice covered on the power line. Based on image taken by the digital camera, the method for automatic analysis and identification of power line icing was studied by using algorithms of image matching and edge detecting.