Title :
Recognition of microwave multifrequency images of objects hidden behind wall
Author :
Drobakhin, O.O. ; Drobakhina, M.O. ; Korotkaya, V.G. ; Sherstyuk, G.G.
Author_Institution :
Oles Honchar Dnipropetrovsk Nat. Univ., Dnipropetrovsk, Ukraine
Abstract :
The description of measuring equipment for radioimages obtaining on base of multufrequency data is presented. The algorithm of radioimage objects recognition using neural network technology was developed. The neural network architecture getting effective radioimage objects recognition under various conditions was found and recognition efficiency measures were calculated.
Keywords :
microwave imaging; neural nets; object recognition; microwave multifrequency images recognition; multufrequency data; neural network architecture; neural network technology; radioimage objects recognition; Biological neural networks; Microwave imaging; Microwave measurements; Microwave theory and techniques; Neurons; Noise; Vectors; Recognition; multifrequency radioimage; multilayer perceptron; neural networks;
Conference_Titel :
Ultrawideband and Ultrashort Impulse Signals (UWBUSIS), 2012 6th International Conference on
Conference_Location :
Sevastopol
Print_ISBN :
978-1-4673-1940-9
DOI :
10.1109/UWBUSIS.2012.6379753
