Research of the efficiency of the automatic system of detection and recognition of objects on radar image using neural networks
Vladislav Weber, V.Y. Kuprits, K.D. Zaikov · Ural Radio Engineering Journal · 2022
The main factors influencing the efficiency of an automatic object recognition system in a radar image obtained with a synthetic aperture radar are considered A clustering algorithm of selecting objects on a radar image has been developed. The results of applying the radar image clustering algorithm, which makes it possible to increase the probability of correct recognition of objects, are presented. An analysis of the effectiveness of the application of the clustering algorithm depending on the threshold detection is given. The structure of the two-stage system of the algorithm of the automatic recognition of objects on a radar image has been developed and presented.