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Communication Dans Un Congrès Année : 2003

Face Detection in Video Using Combined Data-mining and Histogram based Skin-color Model

Résumé

An improved technique of skin-color modelling for face detection in video is proposed. The skin-color is modelled as a combination of histogram based and data-mining based approaches. To solve a skin-color modelling problem in the presence of lighting variation, unconstrained environment, variation in races, resulting skin-color model is a product that minimizes registration errors and increases robustness and accuracy of the face detection in video system. The method improves applications performance on 7%, which is a significant advantage.
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Dates et versions

hal-01586957 , version 1 (13-09-2017)

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Dzmitry Tsishkou, Latifa Hamami, Liming Chen. Face Detection in Video Using Combined Data-mining and Histogram based Skin-color Model. Third International Symposium on Image and Signal Processing and Analysis, ISPA 2003, Sep 2003, Rome, Italy. ⟨10.1109/ISPA.2003.1296948⟩. ⟨hal-01586957⟩
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