Title :
Face detection and location in video sequences
Author :
Ming, Li-chun ; Hua, Diao-yan ; Biao, An-sheng ; Shan, Li-yu
Author_Institution :
Hebei Univ. of Sci. & Technol., Shijiazhuang
Abstract :
Face detection and location is an important step in the face automatic recognition system. The performance of the algorithm directly affects the results of character extraction and face recognition. It is more effective to use a combination method than a single feature. On the base of researching present algorithms, a method based on the combination of moving information and edge projection function is proposed in the paper. The experiment results show that the method is simple and efficiency. It can detect and locate faces without overlapping in the video sequences accurately.
Keywords :
edge detection; face recognition; image sequences; video signal processing; character extraction; edge projection function; face automatic recognition system; face detection; face location; video sequences; Cybernetics; Data mining; Detectors; Face detection; Face recognition; Image edge detection; Machine learning; Object detection; Pattern matching; Video sequences; Detection; Face; Moving object; Video sequences;
Conference_Titel :
Machine Learning and Cybernetics, 2008 International Conference on
Conference_Location :
Kunming
Print_ISBN :
978-1-4244-2095-7
Electronic_ISBN :
978-1-4244-2096-4
DOI :
10.1109/ICMLC.2008.4620896