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
URI: http://wscg.zcu.cz/wscg2004/Papers_2004_Short/J17.pdf
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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