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

Abstract : 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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Conference papers
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https://hal.archives-ouvertes.fr/hal-01586957
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Submitted on : Wednesday, September 13, 2017 - 2:40:09 PM
Last modification on : Thursday, November 21, 2019 - 2:21:06 AM

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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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