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Figure 5 Extraction of feature points using the SIFT algorithm in Video 1 (140 frame).
Harris detector generates approximately 15 matches, and in other case, using the SIFT algorithm, it generates approximately 53 matches.
In this article, we use detected feature points (= keypoints) using the SIFT algorithm, i.e., the proposed method is implemented until the extraction step of keypoints.
Figure 5 shows the extraction of feature using the SIFT algorithm in Video 1. Figure 5a has 184 features in the whole region of a frame, and Figure 5b has 32 features in the ROI.
The affiliated fingerprint databases are called F P-D B train and F P-D B test, respectively, where each sub-fingerprint is a 128-dimensional 8-bit integer vector extracted from the logarithmic spectrogram image using the SIFT algorithm implemented in VLFeat [43] with default setting.
Single nucleotide variations identified from paired tumor normal analysis were analyzed using the SIFT algorithm.
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In our study, we have used the SIFT algorithm since a comparison study presented by Mikolajczyk and Schmid [28] shows that SIFT outperformed the other methods.
First, we find the paired matching pixel points in the two corresponding digital images by using the SIFT matching algorithm.
The deleterious effect of non-synonymous SNPs were analysed using the SIFT and PolyPhen algorithms.
In silico analysis of the W210R mutation using the SIFT tool (http://sift.jcvi.org; PMID: 19561590) and the PolyPhen-2 tool (http://genetics.bwh.harvard.edu/pph2/index.shtml; PMID: 20354512) consistently showed a probably damaging effect on the protein, reaching highest possible scores of the two algorithms (SIFT score: 0.00; PolyPhen-2 score: 1.000).
Variant functional impacts were predicted using the SiFT Blink tool (http://sift.jcvi.org/www/SIFT_BLink_submit.html) (Kumar et al. 2009).
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using the gcRMA algorithm
using the Maxent algorithm
using the Canny algorithm
using the sift matching
using the sift detector
using the Burg algorithm
using the sift programme
using the Quickhull algorithm
using the Gillespie algorithm
using the sift program
using the ASAPRatio algorithm
using the Viterbi algorithm
using the Infomax algorithm
using the Rega algorithm
using the Google algorithm
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