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Real-time method of determining eye closure state using off-line adaboost-over-genetic programming
Real-time method of determining eye closure state using off-line adaboost-over-genetic programming
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机译:使用离线adaboost-over-genetic编程确定眼闭合状态的实时方法
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摘要
Real-time video images of a human subject's face are processed by a plurality of classification algorithms developed in an off-line training process to determine the open vs. closed eye state of the subject. The off-line training process utilizes a genetic programming loop embedded within an adaptive boosting loop, and forms the classification algorithms and weighting factors for combining their classification scores. In the real-time process, the individual classification scores are combined and compared to a threshold to determine the open vs. closed eye state.
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