Robust estimation of target scale by removing outlier motion vectors using MAD

A robust estimation method for target scale using median absolute deviation (MAD) for reducing outlier motion vectors is proposed. To remove outlier motion vectors, the proposed method first uses normalised cross-correlation (NCC) and forward–backward (FB) filters. Then, the MAD filter removes the r...

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Veröffentlicht in:Electronics letters 2015-04, Vol.51 (9), p.691-693
Hauptverfasser: Park, J.W, Moon, Y.S
Format: Artikel
Sprache:eng
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Zusammenfassung:A robust estimation method for target scale using median absolute deviation (MAD) for reducing outlier motion vectors is proposed. To remove outlier motion vectors, the proposed method first uses normalised cross-correlation (NCC) and forward–backward (FB) filters. Then, the MAD filter removes the remaining outlier motion vectors. After filtering, inlier motion vectors are used to estimate a scale change ratio of the target. The estimated scale change ratio is evaluated by the MAD of scale change ratios to guarantee reliability of estimation.
ISSN:0013-5194
1350-911X
1350-911X
DOI:10.1049/el.2014.3821