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Occlusion handling in multiple people tracking

Posted on:2011-07-23Degree:M.ScType:Thesis
University:University of Windsor (Canada)Candidate:Alam, Mohammad OmairFull Text:PDF
GTID:2448390002455785Subject:Computer Science
Abstract/Summary:
Object tracking with occlusion handling is a challenging problem in automated video surveillance. Occlusion handling and tracking have always been considered as separate modules. We have proposed an automated video surveillance system, which automatically detects occlusions and perform occlusion handling, while the tracker continues to track resulting separated objects. A new approach based on sub-blobbing is presented for tracking objects accurately and steadily, when the target encounters occlusion in video sequences. We have used a feature-based framework for tracking, which involves feature extraction and feature matching.
Keywords/Search Tags:Tracking, Occlusion handling, Automated video surveillance
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