Jinping Sun*, Dan Li, Honglin Cheng
Intelligent Automation & Soft Computing, Vol.37, No.1, pp. 655-675, 2023, DOI:10.32604/iasc.2023.038016
Abstract Aiming at the problem that a single correlation filter model is
sensitive to complex scenes such as background interference and occlusion,
a tracking algorithm based on multi-time-space perception and instancespecific proposals is proposed to optimize the mathematical model of the
correlation filter (CF). Firstly, according to the consistency of the changes
between the object frames and the filter frames, the mask matrix is introduced
into the objective function of the filter, so as to extract the spatio-temporal
information of the object with background awareness. Secondly, the object
function of multi-feature fusion is constructed for the object location, which
is optimized… More >
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