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: Histogram merging threshold (4), set to.
: Motion variance merging threshold (5), set to 2. It is used along with the histogram merging threshold during the histogram and motion-variance-based region merging stage.
The LRW algorithm uses the following parameters: inflation exponent r, maximum number of iterations (T_{max}), small value (epsilon), merging threshold (tau) and local clustering threshold (eta).
The possible reason for the high number of false speakers of System 4 could be the substantial initial over-segmentation (reported in Section 'System 4') in a combination with a too strictly defined merging threshold of the dot-scoring similarity.
To keep computations tractable, the Gaussian component pruning is applied in this numerical example with a pruning threshold τ = 10− 5, a merging threshold U = 20, and a maximum number of Gaussian components J max = 100.
This automated stop process is theoretically sound and better than the existing methods such as Gavin et al. (2006) where a merging threshold has to be manually set by a user.
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In our experiments, the merge threshold was selected to be the same with the split threshold.
On the other hand, a relaxation of the merge threshold could lead to a rougher model of the points, smoothing out details like joints.
This pseudo code consists of a step function for I frames which merges threshold high and threshold low together at maximum _AC[ 2]_buffer _size - 1 (in units of packet) and a comb-shaped structure of five-branch functions for P frames.
Three main parameters are provided: the minimum percent identity, merge threshold (bp) and link threshold (bp).
The experiment when 1.0 is used as the merge threshold showed the best performance.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com