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First, the input video is divided into shots in the shot division step.
Because our method has the image division step in each iteration, therefore, it does not significantly shorten the computing time.
In the shot division step, the 20 longest shots (N S =20) were selected from each test video for the SPN estimation step.
Though formally the DNN posterior estimates should be divided by the prior probability values, we omitted this division step, as this way we got consistently better phone recognition results on TIMIT.
The shot division step is processed in time O(F s 2·N T ) and the SPN estimation step is in time O(F s 2·N TS ) + O(F s 2 logF s ·T S ) by assuming that the size of the wavelet filter is negligible compared to F s [23].
In each division step, often a graph partitioning technique is used (a similar approach is used for Normalized-Cut [1]).
Similar(49)
When there is evidence of fraud, the S.E.C.'s enforcement division steps in.
Lois Lerner, who headed the agency's exempt-organizations division, stepped down in the fall.
Then Gansu Tianma, bottom of the Chinese second division, stepped in with £8,000 a week for playing and helping with the coaching.
A sense of history was in the air as Joel Klein, director of the Justice Department's antitrust division, stepped forward in Washington, D.C., to charge Microsoft with engaging in predatory conduct to choke off its rivals.
The BCH encoder produces syndromes of (mostly) M bits and each of them may be produced with l division steps with an M degree polynomial.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com