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Object tracking has a wide range of applications and great efforts have been spent to build the object appearance model using image features encoded in a vector as observations. Since a video or image sequence is intrinsically a multi-dimensional matrix or a high-order tensor, these methods cannot fully utilize the spatial-temporal correlations within the 2D image ensembles and inevitably lose a lot...
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