Real-time Appearance-based Person Re-identification over Multiple KinectTM Cameras
| Title | Real-time Appearance-based Person Re-identification over Multiple KinectTM Cameras |
| Publication Type | Conference Paper |
| Year of Publication | 2013 |
| Authors | Satta, R, Pala, F, Fumera, G, Roli, F |
| Conference Name | 8th International Conference on Computer Vision Theory and Applications (VISAPP 2013) |
| Date Published | 21/02/2013 |
| Conference Location | Barcelona, Spain |
| Abstract | Person re-identification consists of recognizing a person over different cameras, using appearance cues. We investigate the deployment of real-world re-identification systems, by developing and testing a working prototype. We focus on two practical issues: computational complexity, and reliability of segmentation and tracking. The former is addressed by using a recently proposed fast re-identification method, the latter by using Kinect cameras. To our knowledge, this is the first example of a fully-functional re-identification system based on Kinect in the literature. We finally point out possible improvements and future research directions. |
| Notes | Person re-identification consists of recognizing a person over different cameras, using appearance cues. We investigate the deployment of real-world re-identification systems, by developing and testing a working prototype. We focus on two practical issues: computational complexity, and reliability of segmentation and tracking. The former is addressed by using a recently proposed fast re-identification method, the latter by using Kinect cameras. To our knowledge, this is the first example of a fully-functional re-identification system based on Kinect in the literature. We finally point out possible improvements and future research directions. |
| Citation Key | 1433 |
| Attachment | Size |
|---|---|
 Satta_VISAPP2013.pdf | 974.71 KB |
