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The candidate frames will be compared with this template for searching the slow-motion video segments.
However, this task is very challenging to identify such candidate frames which mark the beginning and ending of an event.
Any M y ′ which is higher than the obtained threshold marks the candidate frames which indicate the presence of an event.
Future work will focus on the optimization of software parameters to limit the number of candidate frames and reduce false positives.
To avoid missing the detections of effects, we may select more candidate frames for testing with the cost of more computation.
Since at any iteration over r, the number of candidate frames cannot be larger than NW, the minimization complexity is at most NW per value of r and per MV-GOP.
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Former Senator Rick Santorum of Pennsylvania, who has logged more hours and miles in the state than any other candidate, framed his final pitch around his social conservative appeal.
Therefore, the complexity of step 7 is dominated by one multiplication per candidate frame.
This minimization is performed by exhaustion; for any candidate frame (fin mathcal {F}), we compute the cost J f =D+λ R. As mentioned before, the rate-distortion characteristics of the sequence are computed once at the encoder as side product of the compression process and may be sent as side information to nodes with negligible overhead.
Specifically, our task of keyframe extraction is to find the optimal keyframe set z ∗={z 1,…, z k } from the entire candidate frame set F, where k is the number of keyframes, according to an optimization criterion: begin{array}rcl@ mathbf{z^ = underset{mathbf{z} subset mathbf{F}}{text{argmin}} ; lambda E_{1}(mathbf{z})+E_{2}(mathbf{z}) end{array} (8).
The GOP candidate framed the need to ask supporters for money as a selfless act, claiming he's doing it for the party.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com