Long Term Multi-Target Tracking Based on Detection and Data Association

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Provided by: Engineering and Technology Publishing
Topic: Data Management
Format: PDF
Multi-target tracking is widely studied, but it is still an attractive but difficult research area because of existence of occlusion and interaction between target images. The authors propose a novel detection-based multi-target tracking method using data association. The main contribution of their method is providing a strategy to quickly correct the wrong tracker aroused by occlusion. they use somewhat unreliable detection confidence to assist a particle filter tracker. The resulting algorithm is tested using movies having much occlusion.
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