Title :
Successive projection aerial image matching
Author :
van Wyk, B.J. ; van Wyk, M.A. ; Hanrahan, H.E.
Abstract :
A successive projection algorithm for matching serial images is presented. The algorithm is based on an approximate projections onto convex sets (POCS) method and uses a graph-based technique in its formulation. It is unique in the way a constrained cost function is minimized using POCS methodology. Simulation results indicate that our algorithm compares favourably to other well-known graph-based algorithms. The suitability of our algorithm for matching infrared rooftop images is highlighted.
Keywords :
approximation theory; image matching; infrared imaging; approximate POCS method; automatic target recognition; constrained cost function; graph-based algorithms; graph-based technique; infrared rooftop images; projections onto convex sets; simulation results; successive projection aerial image matching; successive projection algorithm; Africa; Cost function; Data mining; Feature extraction; Gold; Image matching; Layout; Navigation; Neural networks; Signal processing algorithms;
Conference_Titel :
Africon Conference in Africa, 2002. IEEE AFRICON. 6th
Print_ISBN :
0-7803-7570-X
DOI :
10.1109/AFRCON.2002.1146796
