Who is who at different cameras: people re-identification using depth cameras
- 1 September 2012
- journal article
- Published by Institution of Engineering and Technology (IET) in IET Computer Vision
- Vol. 6 (5), 378-387
- https://doi.org/10.1049/iet-cvi.2011.0140
Abstract
This study proposes the concept of bodyprints to perform re-identification of people in surveillance videos. Bodyprints are obtained using calibrated depth-colour cameras such as kinect. The author's results on a database of 40 people show that bodyprints are very robust to changes of pose, point of view and illumination. Potential applications include tracking people with networks of non-overlapping cameras.Keywords
This publication has 11 references indexed in Scilit:
- Appearance-based person reidentification in camera networks: problem overview and current approachesJournal of Ambient Intelligence and Humanized Computing, 2011
- Person Re-identification Using Spatial Covariance Regions of Human Body PartsPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2010
- Multiple-Shot Person Re-identification by HPE SignaturePublished by Institute of Electrical and Electronics Engineers (IEEE) ,2010
- People Recognition for Entering & Leaving a Video Surveillance AreaPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2009
- People Reidentification in a Camera NetworkPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2009
- Person re-identification in multi-camera system by signature based on interest point descriptors collected on short video sequencesPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2008
- How close are we to solving the problem of automated visual surveillance?Machine Vision and Applications, 2007
- View-independent person identification from human gaitNeurocomputing, 2005
- Detection of Loitering Individuals in Public Transportation AreasIEEE Transactions on Intelligent Transportation Systems, 2005
- New measure of contrast: the dynamicsPublished by SPIE-Intl Soc Optical Eng ,1992