Distinctive Image Features from Scale-Invariant Keypoints
Citations
468 citations
Cites methods from "Distinctive Image Features from Sca..."
...Color histograms [33, 57, 64, 65], Local Binary Patterns [39,57], Color Names [59,68], Scale Invariant Feature Transforms [35,64,65] etc are commonly used features for re-identification in order to address the changes in view-point, illumination and pose....
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458 citations
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455 citations
Cites background or methods from "Distinctive Image Features from Sca..."
...In this paper, we rely on SIFT descriptors [25] and use a common quantization that stores each descriptor entry using a 1 byte integer value....
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...is passed [25], where t is typically from the range 1⁄20:6; 0:8 ....
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...All query images have a maximum size of 1,600 1,600 pixels and come with pre-computed SIFT descriptors [25]....
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...Lowe’s ratio test [25], used to detect ambiguous correspondences, rejects more and more correct matches for larger models [26]....
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451 citations
Cites methods from "Distinctive Image Features from Sca..."
...Although the CNN feature has been repeatedly shown to give higher performance as compared to conventional hand-crafted features like SIFT [28] and HOG [29], it is not specifically designed for the image segmentation task....
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References
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