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The matching time of SIFT algorithm shows a decreasing trend, while the matching quantity firstly increases and then decreases.
The matching time of SIFT algorithm presents an increasing trend, while the matching quantity firstly increases and then becomes steady.
The matching time of SIFT algorithm presents an increasing trend, while the matching quantity firstly increases and then declines.
Table 13 The matching quantity and time of NBO Parameter NBO Initial value Values 1 2 4 8 16 40 80 Matching quantity 6 8 10 11 11 12 12 Matching time 0.001 0.001 0.001 0.002 0.004 0.009 0.017 Fig. 20 The tendency chart of NBO matching quantity and time.
Table 11 The matching quantity and time of r Parameter r Initial value Values 0.01 0.5 5 10 20 50 100 Matching quantity 16 12 14 142 14 14 Matching time 0.003 0 0.001 0.002 0.003 0.003 0.003 Fig. 18 The tendency chart of r matching quantity and time.
Table 10 The matching quantity and time of thresh Parameter Thresh Initial value Values 0.01 0.02 0.03 0.04 0.1 0.3 0.5 Matching quantity 11 11 11 11 10 3 0 Matching time 0.007 0.002 0.002 0.002 0.002 0 0 Fig. 17 The tendency chart of thresh matching quantity and time.
Similar(50)
The matching time of SIFT algorithm firstly increases and then decreases, while the matched quantity shows an overall decreasing trend.
Table 3 The matching time and quantity of Sigman Parameter Sigman The initial value Values 0.01 0.16 0.32 0.5 1 2 4 Matching quantity 45454546454545 45 45 Matching time 0.011 0.011 0.011 0.011 0.011 0.011 0.011 Fig. 10 The tendency chart of Sigman matching time and quantity.
Thus, there were different instructions for this task: "Match letters?" (match the identity of the letters), "Match figures?" (match the identity of the written numbers), "Match colors?," "Match sizes?," "Match numbers?" (match the quantity of stimuli), and "Match texture?" (match the filling of the stimuli).
Table 5 The matching time and quantity of r Parameter r Initial value Values 0.01 0.5 5 10 20 50 100 Matching quantity 59 7 28 46 56 62 62 Matching time 0.017 0.01 0.011 0.016 0.018 0.0180.018 Fig. 12 The tendency chart of r matching time and quantity.
Table 12 The matching time and quantity of NBP Parameter NBP Invalid Invalid Initial value Values 2 4 8 16 32 Matching quantity 17 X X 11 4 0 0 Matching time 0.001 X X 0.002 0.005 0.006 0.001 Fig. 19 The tendency chart of NBP matching time and quantity.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com