Distinctive Image Features from Scale-Invariant Keypoints
Citations
115 citations
115 citations
Additional excerpts
...Such pair comparisons have been addressed using one-branch [4] or two-branch (also called Siamese) [3, 4, 5] CNNs, and they achieved the best performance by a significant margin compared to hand-crafted features such as SIFT [6]....
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115 citations
Cites methods from "Distinctive Image Features from Sca..."
...We use this heuristic to predict the probability of a true match, motivated by the ratio test [37] (see Figure 4)....
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115 citations
114 citations
Cites background or methods from "Distinctive Image Features from Sca..."
...SIFT is one of the most successful local feature descriptors and has been widely used to match objects represented by template images in a given image [12]....
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...Like [12], we first describe the airport by a template image, as shown in Fig....
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References
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