Title :
Automatic registration of synthetic aperture radar (SAR) images
Author :
Luong, Hiêp Quang ; Gautama, Sidharta ; Philips, Wilfried
Author_Institution :
TELIN Dept., Ghent Univ.
Abstract :
The huge amount of incoming synthetic aperture radar (SAR) data nowadays demands the need for automatic image registration. Due the presence of speckle noise and the huge size of SAR images, registering SAR images is more difficult than traditional image registration methods. In this paper we present an automatic hierarchical registration method, based on polar block matching, that can handle the registration of SAR images efficiently. Results show us that our proposed registration method outperforms the manual registration and that our method is very robust against speckle noise. An additional advantage of our registration method is that there is no need for a despeckling preprocessing step
Keywords :
geophysical signal processing; geophysical techniques; image denoising; image registration; remote sensing by radar; speckle; synthetic aperture radar; SAR images; automatic hierarchical registration method; automatic image registration; despeckling preprocessing; polar block matching; speckle noise; synthetic aperture radar images; Automatic control; Image processing; Image registration; Image resolution; Noise robustness; Radar imaging; Remote monitoring; Speckle; Synthetic aperture radar; Vegetation mapping;
Conference_Titel :
Geoscience and Remote Sensing Symposium, 2004. IGARSS '04. Proceedings. 2004 IEEE International
Conference_Location :
Anchorage, AK
Print_ISBN :
0-7803-8742-2
DOI :
10.1109/IGARSS.2004.1369967