A new reconstruction method for complex pipeline inspection is presented. A centerline matching and registration algorithm for branched pipeline is proposed. A pose estimation algorithm based on shape aspect graphs for joint is proposed. A pipeline multi-camera measurement system is established to achieve our method. The method’s efficiency and accuracy is higher than the present methods.