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A general Bayesian post-processing methodology for performance improvement of object tracking in stereo video sequences is proposed in this paper. We utilize the results of any single channel visual object tracker in a Bayesian framework, in order to refine the tracking accuracy in both stereo video channels. In this framework, a variational Bayesian algorithm is employed, where prior knowledge about...
In this paper, we deal with object tracking in stereo video sequences. We introduce a Bayesian framework for utilizing the results of any conventional single channel object tracker, in order to accomplish the refinement of the tracking accuracy in the left/right video channel. In this Bayesian framework, a variational Bayesian algorithm is employed to this end, where a priori information about the...
In this paper we propose a Bayesian framework for accurate object tracking in stereoscopic sequences. Object detection and forward tracking are first combined according to predefined rules to get a first set of tracked regions candidates. Backward tracking is then applied to provide another set of possible object localizations. Moreover, this strategy is applied herein in stereoscopic video. We introduce...
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