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Proceedings of
5th International Conference on Advances in Computing, Communication and Information Technology CCIT 2017
"A METHOD FOR EXTRACTING AFFINE INVARIANT LOCAL FEATURES USING A METRIC TENSOR"
TAKASHI TORIU
DOI
10.15224/978-1-63248-131-3-18
Pages
48 - 54
Authors
1
ISBN
978-1-63248-131-3
Abstract: “This paper proposes a method for extracting local features which is invariant under affine transformations. This method is based on the metric tensor . Using the met ric tensor, an affine invariant smoothing filter and a set of affine invariant differential operator s are construc ted. Then, combining them a set of affine invariant feature extractions is constructed. Effectiveness of the proposed method is confirmed by experiments.”
Keywords: feature extracton, affine invariance, metric tensor, smoothing