Title :
Adaptive Balancing of Edge Extraction in LADAR-Referenced Navigation over Plain Area
Author :
Lin, Yi ; Yan, Lei ; Liu, Yuefeng ; Jiang, Miao ; Tong, Qingxi
Abstract :
Although high-resolution remote sensing (RS) images can supplement the reference map´s deficiency in LADAR (Laser Radar) referenced navigation system over plain area, their different imaging modes still leave great errors´ introduction into the positioning process. As positioning is commonly accomplished by matching the edges extracted as the obvious terrain characteristics, exploring automatic procedure for balancing mutual information is an important step to improve the system´s performance. To solve this issue, this paper explores the criterion of edge-points ratio (EPR) based on wavelet multi-scale analysis extraction method, and then appropriate measures are applied for different conditions. EPR at various decomposition layer works as the key circle for adaptive balancing, and so related edge-distribution characteristics can be used individually, such as close-contour or line.
Keywords :
Data mining; High-resolution imaging; Laser modes; Laser radar; Mutual information; Navigation; Paramagnetic resonance; Radar imaging; Radar remote sensing; Remote sensing; Adaptive balancing; EPR; LADAR; RS; edge extraction; positioning;
Conference_Titel :
Image and Signal Processing, 2008. CISP '08. Congress on
Conference_Location :
Sanya, China
Print_ISBN :
978-0-7695-3119-9
DOI :
10.1109/CISP.2008.310