The invention designs a set of high-resolution
remote sensing image non-permeable surface identification method around measurement restoration of a shadow area on a high-resolution
remote sensing image,
land type interpretation and refined urban non-permeable surface identification: 1, aiming at the problem that urban non-permeable surface identification has uncertainty due to shadows generated by tall buildings and crowns on the image, the method is provided for the purpose of identifying the urban non-permeable surface; a high-resolution
remote sensing image shadow measurement and
restoration method oriented to a non-permeable surface is provided, PCA transformation and HIS transformation are introduced to obtain multiple spectral features, recognition measurement of a shadow area is achieved, and restoration of the city shadow area is achieved based on
blue band component suppression and HSI space restoration; and secondly, in order to better obtain a city impermeable surface recognition result and analyze the influence of setting of different segmentation factors and parameters on impermeable surface recognition, a multi-
decision tree combined classifier is adopted, object-oriented impermeable surface refined recognition is realized, the impermeable surface recognition accuracy is 96.38%, and a powerful guarantee is provided for research and application of the impermeable surface.