Face and Person Tracking
In unconstrained scenarios a necessary pre-condition to person (re-)identification is the localization of faces and persons. Tracking allows to both localize faces and persons and associate them over time. We target mostly unconstrained environments, i.e. neither assume static backgrounds nor restrict to frontal poses.
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Person Tracking-by-Detection with Efficient Selection of Part-Detectors
A. Schumann, M. Bäuml, R. Stiefelhagen
International Conference on Advanced Video and Signal-based Surveillance (AVSS), Krakow, Poland, August 2013
[paper]
[bib]
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Robust Multi-Pose Face Tracking by Multi-Stage Tracklet Association
M. Roth, M. Bäuml, R. Nevatia, R. Stiefelhagen
International Conference on Pattern Recognition (ICPR), November 2012
[paper]
[bib]
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Multi-pose Face Recognition for Person Retrieval in Camera Networks
M. Bäuml, K. Bernardin, M. Fischer, H. K. Ekenel, R. Stiefelhagen
International Conference on Advanced Video and Signal-based Surveillance (AVSS), Boston, August 2010
[paper]
[bib]