Industrial Automatic Control Systems and Controllers Annotation << Back Development and Research of a Method for Automatic Allocation of a City Street Road Network Based on Satellite Imagery V.S. Tormozov The article proposes a method of detecting road surface on satellite images of the Earth’s surface, based on neural networks. The model is based on Rumelhart’s multilayer perseptron. The input values for the neural network in question are values from the RGB color model for each pixel separately. Based on the neuron value of the last layer, the decision is made that the pixel belongs to the road surface. The obtained results are compared with the real location of the road surface on real space images. Keywords: satellite images; roadway detection; street road network; artificial neural network; digital image processing; machine learning, artificial intelligence; image recognition. DOI: 10.25791/asu.2.2020.1152 Contacts: - Pp. 03-07.