Title :
A neural network algorithm for linear structures detection on SAR images
Author :
Sosnovsky, A.V. ; Ivanov, O.Yu.
Author_Institution :
Ural Fed. Univ. named after the first President of Russia B.N. Yeltsin, Yekaterinburg, Russia
Abstract :
It is pointed out that traditional algorithms for linear structures are not effective in a presence of speckle on images. The neural network algorithm based on Hough transform is offered and researched. The examples of real space images processing are given.
Keywords :
Hough transforms; neural nets; radar computing; radar detection; radar imaging; speckle; Hough transform; SAR images; image speckle; linear structure detection; neural network algorithm; real space images processing; Abstracts; Educational institutions; Electronic mail; Neural networks; Radar imaging; Region 8; Speckle;
Conference_Titel :
Microwave and Telecommunication Technology (CriMiCo), 2013 23rd International Crimean Conference
Conference_Location :
Sevastopol
Print_ISBN :
978-966-335-395-1
