Object recognition from local scale-invariant features
Citations
675 citations
Cites methods from "Object recognition from local scale..."
...Until recently, FV with SIFT features [28] as a local representation was the state-of-theart method for recognition, not only for textures, but for objects and scenes too....
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672 citations
Cites methods from "Object recognition from local scale..."
...[45] approach the problem with Active Shape Models (ASMs) that incorporate a modified version of SIFT descriptors [46]....
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670 citations
657 citations
Cites background from "Object recognition from local scale..."
...However, they learned codebook over SIFT feature [35], and did not learn deep representations....
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649 citations
Cites methods from "Object recognition from local scale..."
...The scale invariant feature transform (SIFT) method, developed by Lowe [78], stands out among other image feature or relevant points detection techniques, and nowadays has become a method commonly used in landmark detection applications....
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References
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"Object recognition from local scale..." refers background or methods in this paper
...This allows for the use of more distinctive image descriptors than the rotation-invariant ones used by Schmid and Mohr, and the descriptor is further modified to improve its stability to changes in affine projection and illumination....
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...For the object recognition problem, Schmid & Mohr [19] also used the Harris corner detector to identify interest points, and then created a local image descriptor at each interest point from an orientation-invariant vector of derivative-of-Gaussian image measurements....
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..., Schmid & Mohr [19]) has shown that efficient recognition can often be achieved by using local image descriptors sampled at a large number of repeatable locations....
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...However, recent research on the use of dense local features (e.g., Schmid & Mohr [19]) has shown that efficient recognition can often be achieved by using local image descriptors sampled at a large number of repeatable locations....
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1,574 citations
"Object recognition from local scale..." refers methods in this paper
...[23] used the Harris corner detector to identify feature locations for epipolar alignment of images taken from differing viewpoints....
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