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The mean shift vector given in (14) can now be computed in the joint space as (19).
By running this algorithm the kernel is recursively moved from to according to the mean shift vector.
At each iteration, the mass center within a radius rms is calculated and compared with the previous mass center, the mean shift vector.
This is repeated until the solution is considered as having converged, with the mean shift vector changing less than δms percent.
The core of the mean shift method is the computation of the offset from an old object position to a new position by estimating the mean shift vector: (14).
Other works have proven that, in the case of unimodal histograms, the mean shift vector points towards the mode.
Similar(50)
Defines mean-shift vector (eq. (19)).
v is the mean-shift vector over the patch response.
In new window location, new mean-shift vector recalculate.
Therefore, m(x) known as mean-shift vector (Fig. 7) [36].
2- Defines mean-shift vector (eq. (19)) 3- Searching window will move according to the mean-shift vector and center of window will place at the end of vector.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com