Adaptive local movement modelling for object tracking
In this paper we present a novel strategy for modelling the motion of local patches for single
object tracking that can be seamlessly applied to most part-based trackers in the literature.
The proposed Adaptive Local Movement Modelling (ALMM) method is able to model the
local spatial distribution of the image patches defining the object to track and the reliability of
each image patch. Given the output of a base tracking algorithm, a Gaussian Mixture Model
(GMM) is first used to model the distribution of the movement of local patches relative to the …
object tracking that can be seamlessly applied to most part-based trackers in the literature.
The proposed Adaptive Local Movement Modelling (ALMM) method is able to model the
local spatial distribution of the image patches defining the object to track and the reliability of
each image patch. Given the output of a base tracking algorithm, a Gaussian Mixture Model
(GMM) is first used to model the distribution of the movement of local patches relative to the …
[CITATION][C] Adaptive Local Movement Modelling for Object Tracking
Z Baochang, L Zhigang, P Alessandro, BA Del… - Applications of Computer …, 2015
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