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Tracking failures and obvious struggles were excluded from the dataset.
Of the over 500,000 frames processed, only a small percentage have presented significant tracking failures.
There are many apparent failures in this video, but they are almost entirely due to segmentation and tracking failures.
Shadow removal tackles tracking failures under large illumination variation between shaded and non-shaded area.
In this paper, we propose a novel tracking framework to handle the above tracking failures.
All bouts were visually inspected by experimenters and bouts were manually excluded from the dataset in cases of tracking failures, or when belonging to obvious escape or struggle behavior.
Similar(18)
Accompanying with the iterative particle filter, the RWLS representation is a special design to tackle the partial occlusion problem which often causes tracking failure.
In order to be able to recover from such tracking failure this paper introduces a novel method for automatically choosing the object model which best fits the current context based on information-theoretic concepts.
4 identification regions and tracking failure within 0.3 m4 identification regions and tracking failure within 0.6 m6 identification regions and tracking failure within 0.3 m6 identification regions and tracking failure within 0.6mm.
This leads to tracking drift away from the true location, and even tracking failure.
This may lead to false objects and local minima, and even tracking failure under occlusion.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com