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Enhancing motion trajectories in noisy video sequences

  • 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 correlate 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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Document Type:Conference Object
Parent Title (English):Proceedings of the Fourth IEEE International Symposium on Signal Processing and Information Technology, Rome, Italy, 18-21 Dec. 2004
First Page:99
Last Page:102
Date of first publication:2005/05/31
Tag:SLIDE algorithm; background motion; correlation; image sequence processing; morphological operator; motion estimation; motion trajectory enhancement; noise suppression; projection
Departments, institutes and facilities:Fachbereich Informatik
Dewey Decimal Classification (DDC):000 Informatik, Informationswissenschaft, allgemeine Werke / 000 Informatik, Wissen, Systeme / 004 Datenverarbeitung; Informatik
Entry in this database:2015/04/02