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The visual evaluation of the tracking results already shows that Auto GMM-SAMT clearly outperforms the standard mean shift algorithm.
Camera calibration allowing three-dimensional (3D) triangulation and evaluation of the tracking results is available for exactly one dataset.
For the evaluation of the tracking accuracy, a specimen was moved along a predefined test grid within the laser working space using a hexapod (accuracy: ±2 μm), whose position was tracked in the OCT.
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CART officials based their evaluation of the track on testing by several individual teams, but never did any open testing for the race.
Therefore, a thorough description and evaluation of the used tracking algorithm is beyond the scope of this paper.
This permitted evaluation of the marker tracking method for different levels of noise which has not been done previously.
Based on the evaluation of the proposed tracking on the standard benchmark database containing the challenges of heavy intrinsic variations and occlusions, the experiment results have demonstrated a significant improvement in accuracy and robustness when compared with other state-of-art tracking approaches.
For evaluation of the simulated track and central SLP, the JTWC best track data were used.
For example, the REMBRANDT, SEI-Geo and SeRELeP systems used ReRelEM's Golden Collection during the evaluation of the ReRelEM track.
In this article, we have presented the implementation of a benchmark for objective comparison of cell tracking algorithms, based on the use of a common diverse video dataset repository and ground truth, specific measures for both the evaluation of the segmentation and tracking accuracy, and unified criteria for comparing and ranking the algorithms.
In the evaluation of note tracking considering only onsets, the proposed approaches showed lower accuracies (Figure 13), as only the extended method can perform pitch tracking.
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