Distinctive Image Features from Scale-Invariant Keypoints
Citations
104 citations
Cites methods from "Distinctive Image Features from Sca..."
...To achieve those results, a publicly available SIFT implementation3 was used, and its parameters optimized based on tests performed on the training dataset....
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...II - http://www.nice2.di.ubi.pt. dðu;vÞ ¼ ffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiXn i¼1 ðui v iÞ2 vuut ð6Þ As for the features extracted by the SIFT, the distance-ratiobased matching scheme (Lowe, 2004) was applied....
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...Differing from the previous method, where features were only extracted from the region closest to the eye, the Scale-Invariant Feature Transform (SIFT) (Lowe, 2004) was applied to all available data, here seeking salient regions (e....
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...Differing from the previous method, where features were only extracted from the region closest to the eye, the Scale-Invariant Feature Transform (SIFT) (Lowe, 2004) was applied to all available data, here seeking salient regions (e.g., facial marks)....
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...AUC LBP 0.99 31.87 0.76 SIFT 0.87 32.09 0.74 1-...
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104 citations
Cites background or methods from "Distinctive Image Features from Sca..."
...In general, state-of-the-art visual search systems are built based upon a visual vocabulary model with an inverted indexing structure [4]–[7], which quantizes local features [1], [2] of query and reference images into visual words....
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...C OMING with the popularity of local feature representations [1]–[3], recent years have witnessed an ever-increasing research focus on near duplicate visual search, with numerous applications in mobile location search, mobile product...
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...11 Parameter Setting and Storage Cost: We extract SIFT features [1] for each image in each reference dataset....
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104 citations
104 citations
Cites methods from "Distinctive Image Features from Sca..."
...It has primarily been used for detecting objects using SIFT visual features (Lowe, 2004)....
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...It has primarily been used for detecting objects using SIFT visual features (Lowe 2004)....
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104 citations
Cites methods from "Distinctive Image Features from Sca..."
...In this paper, based on point matching method suggest in [5][6], we introduce geometric constraints into point-matching based on SURF features to increase the matching speed and robustness....
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...Lowe [5][6] has been widely used in object detection and recognition....
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...In [4][3] they all used the point matching method mentioned in [5][6] as a part of their evaluation of matching....
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References
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