A high performance object tracking technique with an adaptive search method in surveillance system

Tsung Han Tsai, Chih Hao Chang

研究成果: 書貢獻/報告類型會議論文篇章同行評審

2 引文 斯高帕斯(Scopus)

摘要

In the video scene, the technique on tracking multiple targets, such as tracking group of people through occlusion, is still challenging. In this paper, we present an algorithm for multiple targets tracking system. We discuss the behavior of the moving objects with adaptive search method. Several cases are classified, including the no match case, only-one match case, split case and occlusion case respectively. With this system, we can track the moving people in successive frame by object boundary box and velocity without color cues or appearance model. Even though people are interacted with each other or the occlusion is caused by other foreground objects, the proposed algorithm can still perform well. Furthermore we consider the people movement with respect to the distance with the camera as an adaptive search range to deal with the condition. As the foreground is similar to the background, the proposed algorithm can still solve the problem on the detection error.

原文???core.languages.en_GB???
主出版物標題Proceedings - 2014 IEEE International Symposium on Multimedia, ISM 2014
發行者Institute of Electrical and Electronics Engineers Inc.
頁面353-356
頁數4
ISBN(電子)9781479943111
DOIs
出版狀態已出版 - 5 2月 2015
事件16th IEEE International Symposium on Multimedia, ISM 2014 - Taichung, Taiwan
持續時間: 10 12月 201412 12月 2014

出版系列

名字Proceedings - 2014 IEEE International Symposium on Multimedia, ISM 2014

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???event.eventtypes.event.conference???16th IEEE International Symposium on Multimedia, ISM 2014
國家/地區Taiwan
城市Taichung
期間10/12/1412/12/14

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