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A Robust SIFT Descriptor for Multispectral Images
Journal article   Peer reviewed

A Robust SIFT Descriptor for Multispectral Images

Sajid Saleem and Robert Sablatnig
IEEE signal processing letters, Vol.21(4), pp.400-403
01/04/2014

Abstract

Engineering Engineering, Electrical & Electronic Science & Technology Technology
This letter presents a novel method for the description of multispectral image keypoints. The method proposed is based on a modified SIFT algorithm. It uses normalized gradients as local image features for the description of keypoints in order to achieve robustness against non linear intensity changes between multispectral images. The experimental results show that the method proposed achieves a better matching performance and outperforms the SIFT algorithm.

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