Hole punches are precision objects and should be handled with care.
In order to estimate pose parameters more effectively, it is necessary to achieve high-precision object localization in video images.
After having successfully applied the described multi-view coarse registration technique to a given dataset, we have the possibility to complete the alignment process toward a high-precision object modeling with a fine alignment and/or global adjustment step.
A series of experimental results demonstrate that the proposed algorithms can achieve excellent object detection accuracy of 100% within 120 m, high-precision object localization of 0.004 0.43 pixel at 0.3 150 m distance, and is also characterized with strong anti-disturbance and well real-time of 22 ms average runtime so as to make a sound basis for further engineering tests.
Metrics proposed in [4] for multi-person tracking evaluation have been adopted, namely the Multiple Object Tracking Precision (MOTP), which shows tracker's ability to estimate precise object positions, and the Multiple Object Tracking Accuracy (MOTA), which expresses its performance at estimating the number of objects, and at keeping consistent trajectories.
EMContourMRF has relatively higher segmentation precision than object detection methods that are based on shape fragments.
Both simple linear fusion and weighting method suffer from inconsistency in the homogeneous foreground regions and lacks precision around object boundaries, which may be ascribed to treating the colour and depth correspondence cues in an independent manner.
This is all so familiar – the spatial solidity, the rich perspectives, the precision of objects.
However, the pre-defined geometry shape and high precision of objects tracking and projecting is required (Raskar et al. 1998).
This work use the multi-Bernoulli update to develop a high precision multi-object filtering algorithm for image observations, although its adaptability of low SNR environment is needed to discussed in more detail.
First, traditional methods of analysis have been used, such as expert panels [31], consensus building, SWOT tables and roadmaps, mainly to circumscribe and define with precision the objects of interest and the boundaries of the investigation.
