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Multispectral Interest Points for RGN-NIR Image Registration


Reference:

Firmenich, D., Brown, M. and Susstrunk, S., 2011. Multispectral Interest Points for RGN-NIR Image Registration. In: ICIP 2011: IEEE International Conference on Image Processing, 2011-09-11 - 2011-09-14, Brussels.

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Abstract

This paper explores the use of joint colour and near-infrared (NIR) information for feature based matching and image registration. In particular, we investigate multispectral generalisations of two popular interest point detectors (Harris and difference of Gaussians), and show that these give a marked improvement in performance when the extra NIR channel is available. We also look at the problem of multimodal RGB to NIR registration, and propose a variant of the SIFT descriptor that gives improved performance.

Details

Item Type Conference or Workshop Items (Paper)
CreatorsFirmenich, D., Brown, M. and Susstrunk, S.
DepartmentsFaculty of Science > Computer Science
RefereedYes
StatusPublished
ID Code26110

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