DocumentCode
2499883
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
fYear
2012
fDate
17-21 Sept. 2012
Firstpage
120
Lastpage
122
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Ultrawideband and Ultrashort Impulse Signals (UWBUSIS), 2012 6th International Conference on
Conference_Location
Sevastopol
Print_ISBN
978-1-4673-1940-9
Type
conf
DOI
10.1109/UWBUSIS.2012.6379753
Filename
6379753
Link To Document