Title :
Contour analysis application for object detection in aerial image sequence
Author :
Sablina, Victoria A. ; Novikov, Anatoly I. ; Nikiforov, Michael B. ; Loginov, Alexander A.
Author_Institution :
Department of Electronic Computers and Department of Higher Mathematics RSREU Ryazan, Russia
Abstract :
The object detection problems in the aerial image sequence for the aircraft navigation task are considered; the brief review of the methods which are traditionally used in the considered field is represented; the aerial image sequence processing and analysis technique on the basis of the developed contour analysis algorithms for the object detection in the analyzed aerial images is suggested; the way to apply the developed contour analysis algorithms to solve the assigned task is indicated; some of these algorithms are considered in detail, viz. the approximating polygon finding algorithm, the subcontour generation algorithm, the corresponding points direct selection algorithm; the experimental results of the developed algorithms for the test aerial image sequence are shown; the possible direction for the future research is mentioned.
Keywords :
Aircraft navigation; Algorithm design and analysis; Approximation algorithms; Correlation; Image sequences; Object detection; Vectors; aerial image sequence; aircraft; contour analysis; navigation systems; object detection; real-time systems; subcontour;
Conference_Titel :
Embedded Computing (MECO), 2014 3rd Mediterranean Conference on
Conference_Location :
Budva, Montenegro
Print_ISBN :
978-1-4799-4827-7
DOI :
10.1109/MECO.2014.6862668