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GlobalSIP_Recover from Tracking Failure_KEHE

Abstract: 

Numerous trackers have been proposed in recent years with considerable success. But few trackers can cope with all scenarios without failures. It is very difficult to design a tracker robust enough to keep off tracking failure. As failure is inevitable, we propose a framework to correct tracker, verify failure, predict object position and re-detect object. The original model of the first frame is used to correct the tracker. Then, the confidence of tracking is used to verify tracking failure. Finally, the spatial context is used to predict the object location when the object is invisible and re-detect object after tracking failure. A variety of comparative experiments validate the superiority of our tracker in comparison against other trackers.

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Paper Details

Authors:
Ke He, Ningning Li, Borui Mo, Bo Yang, Aidong Men
Submitted On:
6 December 2016 - 9:56pm
Short Link:
Type:
Poster
Event:
Presenter's Name:
Yucheng Gao
Paper Code:
1146
Document Year:
2016
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Document Files

GlobalSIP_Recovery from Tracking Failure_KEHE.pdf

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[1] Ke He, Ningning Li, Borui Mo, Bo Yang, Aidong Men, "GlobalSIP_Recover from Tracking Failure_KEHE", IEEE SigPort, 2016. [Online]. Available: http://sigport.org/1388. Accessed: Sep. 30, 2020.
@article{1388-16,
url = {http://sigport.org/1388},
author = {Ke He; Ningning Li; Borui Mo; Bo Yang; Aidong Men },
publisher = {IEEE SigPort},
title = {GlobalSIP_Recover from Tracking Failure_KEHE},
year = {2016} }
TY - EJOUR
T1 - GlobalSIP_Recover from Tracking Failure_KEHE
AU - Ke He; Ningning Li; Borui Mo; Bo Yang; Aidong Men
PY - 2016
PB - IEEE SigPort
UR - http://sigport.org/1388
ER -
Ke He, Ningning Li, Borui Mo, Bo Yang, Aidong Men. (2016). GlobalSIP_Recover from Tracking Failure_KEHE. IEEE SigPort. http://sigport.org/1388
Ke He, Ningning Li, Borui Mo, Bo Yang, Aidong Men, 2016. GlobalSIP_Recover from Tracking Failure_KEHE. Available at: http://sigport.org/1388.
Ke He, Ningning Li, Borui Mo, Bo Yang, Aidong Men. (2016). "GlobalSIP_Recover from Tracking Failure_KEHE." Web.
1. Ke He, Ningning Li, Borui Mo, Bo Yang, Aidong Men. GlobalSIP_Recover from Tracking Failure_KEHE [Internet]. IEEE SigPort; 2016. Available from : http://sigport.org/1388