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Frontiers in ICT
Even though the importance of explicitly integrating motion characteristics in video descriptions has been demonstrated by several recent papers on action classification, our current work concludes that adequately decomposing visual motion into dominant and residual motions, i.e., camera and scene motion, significantly improves action recognition algorithms. This holds true both for the extraction of the space-time trajectories and for computation of descriptors. We designed a new motiondoi:10.3389/fict.2015.00028 fatcat:2tiu6lmkqngq7nivuimguxozpm