Abstract
This paper describes a system for person re-identification using RGB-D sensors. The system covers the full flow, from detection of subjects, over contour extraction, to re-identification using soft biometrics. The biometrics in question are part-based color histograms and the subjects height. Subjects are added to a transient database and re-identified based on the distance between recorded biometrics and the currently measured metrics. The system works on live video and requires no collaboration from the subjects. The system achieves a 68% re-identification rate with no wrong re-identifications, a result that compares favorable with commercial systems as well as other very recent multimodal re-identification systems.
| Original language | English |
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| Title of host publication | International Workshop on Biometrics and Forensics |
| Place of Publication | Lisbon |
| Publisher | IEEE Press |
| Publication date | 2013 |
| Pages | 1-4 |
| ISBN (Print) | 978-1-4673-4987-1 |
| DOIs | |
| Publication status | Published - 2013 |
| Event | International Workshop on Biometrics and Forensics - Lisbon, Portugal Duration: 4 Apr 2013 → 5 Apr 2013 Conference number: 1 |
Workshop
| Workshop | International Workshop on Biometrics and Forensics |
|---|---|
| Number | 1 |
| Country/Territory | Portugal |
| City | Lisbon |
| Period | 04/04/2013 → 05/04/2013 |