Abstract
As a widely used biometrics, face recognition has many advantages such as being non-intrusive, natural and passive. On the other hand, in real-life scenarios with uncontrolled environment, pose variation up to side-view positions makes face recognition a challenging work. In this paper we discuss the use of side-view face recognition in house safety applications. Our goal is to recognize people as they pass through doors in order to estimate their location in the house. In order to preserve privacy of the people we attach our cameras on the door posts to limit the view, and deal with side-view face images. Here, we review current methods for side-view face recognition, compare available databases to be used for our task, and introduce a new method, where we use manually labeled landmarks for registration and warp the image to obtain shape-free face images. We test our system on side-view face images from CMU-Multi PIE database, and analyze our initial results.
| Original language | English |
|---|---|
| Title of host publication | 32nd WIC Symposium on Information Theory in the Benelux 2011 |
| Editors | Olivier van den Biggelaar |
| Place of Publication | Brussels |
| Publisher | Werkgemeenschap voor Informatie- en Communicatietheorie (WIC) |
| Pages | 305-312 |
| Number of pages | 8 |
| ISBN (Print) | 9789081721905 |
| Publication status | Published - May 2011 |
| Event | 32nd WIC Symposium on Information Theory in the Benelux 2011 - Brussels, Belgium Duration: 10 May 2011 → 11 May 2011 Conference number: 32 |
Publication series
| Name | |
|---|---|
| Publisher | Werkgemeenschap voor Informatie- en Communicatietheorie |
Conference
| Conference | 32nd WIC Symposium on Information Theory in the Benelux 2011 |
|---|---|
| Country/Territory | Belgium |
| City | Brussels |
| Period | 10/05/11 → 11/05/11 |
Keywords
- METIS-285097
- SCS-Safety
- EWI-21443
- IR-77276