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Semi-Automatic Object Tracking in Video Sequences by Extension of the MRSST Algorithm
Citation key 1235Esche2010
Author Marko Esche and Mustafa Karaman and Thomas Sikora
Title of Book International Workshop on Image Analysis for Multimedia Active Services (WIAMIS)
Year 2010
Address Desenzano del Garda, Italy
Month apr
Abstract The objective of this work is to investigate a new approach for object segmentation in videos. While some amount of user interaction is still necessary for most algorithms in this field, these can be reduced making use of certain properties of graph-based image segmentation algorithms. Based on one of these algorithms a framework is proposed, that tracks individual foreground objects through arbitrary video sequences and partly automates the necessary corrections required from the user. Experimental results suggest, that the proposed algorithm performs well on both low- and high-resolution video sequences and can even cope with motion blur.
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