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Detect-before-track approaches are generally based on a segmentation process.
It also relates different PHM component parts to the relevance decision-making process based on a segmentation of decision time horizon.
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Three of the systems were based on a segmentation-and-classification strategy, while the rest of them were based on a segmentation-by-classification strategy.
Three of the seven systems (from the same group) are based on a segmentation-and-classification strategy while the rest of the systems are based on a segmentation-by-classification strategy.
As can be seen from the table, both first (20.68 %) and second (20.80 %) best systems obtained very similar performance even though the systems represent very different strategies to perform the segmentation: the primary system of group 1 is based on a fusion of two segmentation-by-classification approaches while the primary system of group 2 is based on a segmentation-and-classification approach.
Based on a similar segmentation problem presented in [27], we first segment the audio into two second windows with one second of overlap and assign a class to each window by classifying it with the SVM model.
It extends a former algorithm based on a linear segmentation to filter the signal and extract trends.
A method for individuating attractive fields effect based on radial force hypothesis is proposed based on a quasilinear segmentation of the agents' dynamics.
The algorithm is based on a 'watershed' segmentation of the computational volume into dense regions, followed by a merging of the segmented patches based on the saddle point topology of the density field.
More specifically, a ray-launching procedure, based on a semantic segmentation, gives a coarse scene representation for collision avoidance; a nearly-constant velocity dynamic model smooths the acceleration progression and knowledge of the agent's destination may further steer the path prediction.
The second segmentation step is based on a primitive fitting segmentation approach [ 33, 34] that aims at refining the rough stem segmentation and partitioning the stem into different internodes (using the previously extracted region M).
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