Wulonggou gold deposits is the most important one in East Kunlun Mountains, recognition and extraction of remote sensing geological information has an important instructional meaning to metallogenic prediction. Based on the process of color transform,band ratio,principal component analysis, multi-principal component analysis and operation combination of ETM+ remote sensing information in Wulonggou area, a lot of information relating to the metallization of Au are extracted. The result of extracting linear structures reflect structure pattern in this area and the result of extracting alteration anomalies are almost correspond to the known deposits or mineralization spots.