Multispectral Interest Points for RGB-NIR Image Registration

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.


Publié dans:
Proc. IEEE International Conference on Image Processing (ICIP)
Présenté à:
IEEE International Conference on Image Processing, Brussels, Belgium, September 2011
Année
2011
Publisher:
Ieee Service Center, 445 Hoes Lane, Po Box 1331, Piscataway, Nj 08855-1331 Usa
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 Notice créée le 2011-07-06, modifiée le 2019-03-16

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