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- W1980979047 abstract "Locating multi-view faces in images with a complex background remains a challenging problem. In this paper, an integrated method for real-time multi-view face detection and pose estimation is presented. A simple-to-complex and coarse-to-fine view-based detector architecture has been designed to detect multiview faces and estimate their poses efficiently. Both the pose estimators and the view-based face/nonface detectors are trained by a cost-sensitive AdaBoost algorithm to improve the generalization ability. Experimental results show that the proposed multi-view face detector, which can be constructed easily, gives more robust face detection and pose estimation and has a faster real-time detection speed compared with other conventional methods." @default.
- W1980979047 created "2016-06-24" @default.
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- W1980979047 date "2005-04-01" @default.
- W1980979047 modified "2023-09-22" @default.
- W1980979047 title "Real-time multi-view face detection and pose estimation based on cost-sensitive AdaBoost" @default.
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- W1980979047 doi "https://doi.org/10.1016/s1007-0214(05)70047-x" @default.
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