Modified Mean-Shift for head tracking

Modified Mean-Shift for head tracking

Mean-Shift algorithm has been applied mode seeking, image segmentation and object tracking. It is famous for fast convergence within limited boundary. But once exit that boundary, it fails to find correct region and position. We applied mean-shift algorithm in object tracking, and we suggest modifie...

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Bibliographische Detailangaben
Hauptverfasser: Daeha Lee, Jaehong Kim, JooChan Sohn
Format: Tagungsbericht
Sprache:eng
Schlagworte:
Mean shift
Mean shift tracking
object detection
object tracking
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Beschreibung
Zusammenfassung:Mean-Shift algorithm has been applied mode seeking, image segmentation and object tracking. It is famous for fast convergence within limited boundary. But once exit that boundary, it fails to find correct region and position. We applied mean-shift algorithm in object tracking, and we suggest modified mean-shift tracking method. Using this modified version, we can track object without failing.
DOI:10.1109/URAI.2011.6146040