Person Re-Identification
For many applications such as person tracking or person retrieval it is not necessary to uniquely identify a person, i.e. assign a unique name or identity. It often suffices to determine previous or future occurrences of the same person in other images or videos. Person re-identification deals with the problem of recognizing people given a textual description, a sample image or video of the person.
Datasets
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A Time Pooled Track Kernel for Person Identification
M. Bäuml, M. Tapaswi, R. Stiefelhagen
International Conference on Advanced Video and Signal-based Surveillance (AVSS), August 2014
[paper]
[bib]
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Semi-supervised Learning with Constraints for Person Identification in Multimedia Data
M. Bäuml, M. Tapaswi, R. Stiefelhagen
Conference on Computer Vision and Pattern Recognition (CVPR), June 2013
[paper]
[bib]
[poster]
[poster2]
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Contextual Constraints for Person Retrieval in Camera Networks
M. Bäuml, M. Tapaswi, A. Schumann, R. Stiefelhagen
International Conference on Advanced Video and Signal-based Surveillance (AVSS), Beijing, China, September 2012
[paper]
[bib]
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"Knock! Knock! Who is it?" Probabilistic Person Identification in TV Series
M. Tapaswi, M. Bäuml, R. Stiefelhagen
Conference on Computer Vision and Pattern Recognition (CVPR), Providence, RI, June 2012
[paper]
[bib]
[details]
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Part-based Clothing Segmentation for Person Retrieval
M. Weber, M. Bäuml, R. Stiefelhagen
International Conference on Advanced Video and Signal-based Surveillance (AVSS), Klagenfurt, August 2011
[paper]
[bib]
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Evaluation of Local Features for Person Re-Identification in Image Sequences
M. Bäuml, R. Stiefelhagen
International Conference on Advanced Video and Signal-based Surveillance (AVSS), Klagenfurt, August 2011
[paper]
[bib]
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Interactive Person-Retrieval in TV Series and Distributed Surveillance Video
M. Bäuml, K. Bernardin, M.Fischer, H.K. Ekenel, R.Stiefelhagen
ACM Multimedia (demo program), Florence, Italy, October 2010
[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]