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Enhancing motion trajectories in noisy video sequences

Abstract : An approach for enhancing motion trajectories in video sequences is presented. The proposed approach is applied to projections of image data of video sequences and consists of six enhancement steps. The basic idea is to correlated the positive and the negative derivative part with respect to time to the projected image sequence. Both parts are aligned at their correlation maxima and they are element-wise multiplicated to suppress noise. Morphological operators are used to obtain a one pixel wide motion trajectory.
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https://hal.inria.fr/inria-00548544
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Submitted on : Monday, December 20, 2010 - 9:09:34 AM
Last modification on : Tuesday, August 13, 2019 - 3:04:11 PM
Long-term archiving on: : Monday, March 21, 2011 - 3:13:06 AM

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Alexander Kläser, Srdjan Stankovic, Rainer Herpers. Enhancing motion trajectories in noisy video sequences. 4th IEEE International Symposium on Signal Processing and Information Technology (ISSPIT '04), Dec 2004, Rome, Italy. pp.99--102, ⟨10.1109/ISSPIT.2004.1433697⟩. ⟨inria-00548544⟩

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