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Our work focusses on building object detection systems that can work "in the wild", in the presence of heavy occlusion and drastic appearance changes.
In this paper, a novel object tracking based on spatial segmentation is proposed to handle the problem of drastic appearance changes of the deformable object.
In Fig. 2a i, the targets suffer from drastic appearance changes.
However, most L1 trackers use only the image intensity for sparse representation, which is insufficient to represent the object especially when drastic appearance changes occur.
Secondly, they only use image intensity to construct the target template set, which can hardly handle the drastic appearance changes of target in practical visual tracking due to the lack of feature description.
As to TLD, it is able to learn a robust detector to relocate the target after the drastic appearance change and abrupt cameral motion, but it is easy to lose the target completely in several sequences.
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The sequence "Gymnastics" in Figure7b shows a gymnast who rotates with 360°out of plane and undergoes drastic geometric appearance change.
Drastic changes in appearance are the rare exception, despite the potential influence of television shows that feature extensive surgery like "Extreme Makeover" and "The Swan".
11 world does not seem to be prompting American men to experiment with drastic changes in appearance, it is moving women to greet their hairdressers with the words, "Take it all off".
These drastic modifications in appearance and physiology require massive histolysis and histogenesis.
Look for drastic changes in appearance.
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