Object tracking based on morphological elastic graph matching

被引：0
|
作者：
Stamou, GN [1 ]
Nikolaidis, N [1 ]
Pitas, I [1 ]
机构：
[1] Aristotle Univ Thessaloniki, Dept Informat, Thessaloniki, Greece
来源：
2005 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), VOLS 1-5 | 2005年
关键词：
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
This paper presents a novel method for real-time tracking of objects in video sequences. Tracking is performed using the so-called Morphological Elastic Graph Matching algorithm. When applied to faces, initialization of the tracking algorithm is performed by means of a novel face detection and facial feature extraction step. The obtained results show good performance in scenes with complex background. Comparison with an existing feature-based tracking method using measures based on ground truth data proves the superiority of the proposed method.
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页码：177 / 180
页数：4
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