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Project configuration: Specification of contour thresholds that determine the termination condition of the algorithm, i.e. the peak picking threshold below which it will "stop" looking for new signals in the residual.
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We expected different thresholds to yield different behaviours with respect to energy efficiency, which would allow us to pick thresholds with a balanced behaviour, i.e. which would save a significant amount of energy without sacrificing too much computational performance.
By picking a threshold equal to 1.7, Breakdancers and Ballet are classified as sequences with significant motion (i.e., MVME is used as the initial SI) and Uli is classified as a low-motion video content (i.e., MCTI is used as the initial SI) at all RD points.
Pick threshold for z filtering ; threshold for filtering.
Initially the pick threshold is set to the maximum peak height and is then reduced geometrically by a factor of 2 at the conclusion of each iteration.
The analysis algorithm is terminated when the pick threshold reaches a minimum value specified as a multiple of signal-to-noise.
Our approach utilizes a highly systematic way of picking local thresholds in a hierarchical representation of all possible thresholds of an image, the so-called component tree (Jones, 1999; Najman and Couprie, 2004).
The accuracy and completeness of those two data sets suggests that picking up thresholds in this training and learning method is pretty safe.
Pick any threshold.
Instead, they simply picked a threshold that would disqualify 25% of programs at for-profit colleges.
Thus, it is possible to pick good threshold values a priori.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com