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While the underlying models for the matching algorithm differ between our implementation and the standard LBP implementations, the processing of the images to generate a representative feature vector (as described in section 'Face description using Gremainsemains the same.
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In a typical general purpose computer software implementation, the processing is limited to sequences of operations (i.e. sequential processing).
In our PC implementation, the processing speed of the proposed algorithm II is about 15.5 frames/s.
Also, for FB6 quad-core implementation, the processing time decreases with 212 particles.
In the current implementation, the processing of an amount of DNA sequences that is equivalent to an average microbial genome takes about three to four hours on a single CPU (more when bootstrapping is requested; for example, the above runtime changes to 7 hours when 10 bootstraps are done in each RAxML run).
What engines are virtually attendance free in implementations sustaining the processing goals your eventual project must sustain?
They use the JavaScript implementation of the Processing programming language, which is designed for multimedia artists.
Section 4 describes our implementation and the processing details.
A parallel implementation reduces the processing time only if the number of node computers satisfies the inequity: begin{aligned} k>frac{nt_i }{nt_i -t_d -frac{t_c }{m}} end{aligned} (8)and begin{aligned} nt_i -t_d -frac{t_c }{m}>0 end{aligned} (9)For a continues mode of operation which is typical for dynamic environments the value of (t_{c}/m) is negligible.
Using the optimized implementation, the global processing time was reduced by a factor equal to 4.7.
In the current implementation, the image processing tool requires a human operator to continuously supervise and take action to resolve ambiguities and/or correct tracking errors before processing continues.
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