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Multi-spectral remote sensing image registration via spatial relationship analysis on sift keypoints

Hasan, Mahmudul; Jia, Xiuping; Robles-Kelly, Antonio; Zhou, Jun; Pickering, Mark


Multi-sensor image registration is a challenging task in remote sensing. Considering the fact that multi-sensor devices capture the images at different times, multi-spectral image registration is necessary for data fusion of the images. Several conventional methods for image registration suffer from poor performance due to their sensitivity to scale and intensity variation. The scale invariant feature transform (SIFT) is widely used for image registration and object recognition to address these...[Show more]

CollectionsANU Research Publications
Date published: 2010
Type: Conference paper
Source: Proceedings of IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2010)
DOI: 10.1109/IGARSS.2010.5653482


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