Title :
Fine image matching for narrow baseline stereovision
Author :
Arai, Takeshi ; Iwasaki, Akira
Author_Institution :
Dept. of Aeronaut. & Astronaut., Univ. of Tokyo, Tokyo, Japan
Abstract :
Image matching methods are integrated into digital elevation model (DEM) generation and some other satellite image processing, such as parallax correction. These applications require highly accurate disparity. In particular, a kind of DEM generation system called narrow baseline stereovision system requires fine sub-pixel image matching method. This system is attractive because of its ability to avoid an occlusion problem. In this work, to improve the estimation accuracy, we extended phase correlation technique to multi-band image. This extension can ensure robustness to target scenes, so that global accuracy of estimated disparity can be improved. We also applied proposed image matching method to commercial stereo camera images, which is useful to reduce miss-matching area compared with existing method.
Keywords :
digital elevation models; geophysical image processing; image matching; stereo image processing; DEM generation system; commercial stereo camera images; digital elevation model generation; fine image matching; multiband image; narrow baseline stereovision system; parallax correction; phase correlation technique; satellite image processing; subpixel image matching method; Accuracy; Cameras; Correlation; Estimation; Image matching; Robustness; Satellites; digital elevation model; narrow baseline stereo; phase correlation;
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2012 IEEE International
Conference_Location :
Munich
Print_ISBN :
978-1-4673-1160-1
Electronic_ISBN :
2153-6996
DOI :
10.1109/IGARSS.2012.6351026