Title :
Localization based on DEM matching using multiple aerial image pairs
Author :
Sim, Dong-Gyu ; Park, Rae-Hong
Author_Institution :
Dept. of Electron. Eng., Sogang Univ., Seoul, South Korea
fDate :
1/1/2002 12:00:00 AM
Abstract :
This paper proposes the localization algorithm that estimates translation parameters of an aircraft by comparing the sampled elevation map recovered from aerial sequence images, and the digital elevation model (DEM) with the given orientation and altitude parameters obtained from a gyroscope. It consists of two stages: recovering the sampled elevation map from multiple aerial image pairs and matching of the relative recovered elevation map (REM) with the relative DEM. Computer simulations with three real aerial image sequences show the effectiveness of the proposed algorithm
Keywords :
aircraft navigation; digital simulation; gyroscopes; image matching; image sampling; image sequences; parameter estimation; DEM matching; INS; aerial sequence images; aircraft; computer simulations; digital elevation model; gyroscope; localization; localization algorithm; multiple aerial image pairs; orientation parameters; recovered elevation map; sampled elevation map; translation parameters estimation; Aircraft navigation; Computer simulation; Computer vision; Digital elevation models; Global Positioning System; Gyroscopes; Image reconstruction; Image sequences; Parameter estimation; Satellite navigation systems;
Journal_Title :
Image Processing, IEEE Transactions on