| Title: | Visitor identification - elaborating real time face recognition system |
| Authors: | Kukharev, Georgy Nowosielski, Adam |
| Citation: | WSCG '2004: Short Communications: the 12-th International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision 2004, 2.-6. February 2004 Plzeň, p. 157-164. |
| Issue Date: | 2004 |
| Publisher: | Václav Skala - UNION Agency |
| Document type: | konferenční příspěvek conferenceObject |
| URI: | http://wscg.zcu.cz/wscg2004/Papers_2004_Short/J17.pdf http://hdl.handle.net/11025/6241 |
| ISBN: | 80-903100-5-2 |
| Keywords: | rozpoznávání obrazu;obličej;identifikační systémy |
| Keywords in different language: | image recognition;face;identification systems |
| Abstract: | In this paper requirements and conditions for the visitor identification system are outlined and an example system is proposed. Two main subsystems: face detection and face recognition are described. Algorithm for face detection integrates skin-colour, mask analysis, facial features (fast and effective way of eyes localization is presented), reductors, knowledge and template matching. For face recognition a three stage algorithm is proposed. It utilizes well known methods connected in a sequential mode. To improve accuracy and speed some modifications to original methods were proposed and new one presented. The aim was to build a visitor identification system which would be able to operate in mode with a camera and present results in real-time. The emphasis on speed and accuracy was stressed. |
| Rights: | © Václav Skala - UNION Agency |
| Appears in Collections: | WSCG '2004: Short Communications |
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