DocumentCode :
1956753
Title :
One solution for detecting human faces in real time environment
Author :
Szilveszter, Pletl ; Csongor, Gálfi ; Laslo, Gogolak
Author_Institution :
Polytech. Eng. Coll., Subotica, Serbia
fYear :
2009
fDate :
25-26 Sept. 2009
Firstpage :
231
Lastpage :
235
Abstract :
In this paper we present a new, fast and robust method, which is suitable for detecting human faces in real time. In order to speed up processing, the application must have some prior knowledge about the scene, so it only investigates the area in which movement is detected. The implemented method uses a histogram based algorithm to find the possible face areas. After finding the areas, a skin color segmentation and a face feature extraction method is applied to rank the decisions. Depending on the given rank, the system can decide which candidate can take place in further processing, for example in face recognition. This solution provides efficient human face recognition even in a fast changing scene.
Keywords :
face recognition; feature extraction; real-time systems; face areas; face feature extraction method; histogram based algorithm; human face recognition; human faces detection; real time environment; skin color segmentation; Face detection; Humans;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Systems and Informatics, 2009. SISY '09. 7th International Symposium on
Conference_Location :
Subotica
Print_ISBN :
978-1-4244-5348-1
Electronic_ISBN :
978-1-4244-5349-8
Type :
conf
DOI :
10.1109/SISY.2009.5291159
Filename :
5291159
Link To Document :
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