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pca adaboost算法实现人脸识别 含有GUI界面

训练开始...

读入人脸数据...

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PCA降维...

ans =

   112   460

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归一化开始...

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归一化完成...

训练分类器开始,这个过程可能会花上几分钟............

测试开始...

读入测试集合...

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载入训练参数...

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PCA降维处理...

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测试集识别中...

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PCA+Adaboost对于测试集200个人脸样本的识别率为52.5%

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  2. X. F. He, P. Niyogi. Locality preserving projections[C]. Advances in Neural Information  Processing Systems, Vancouver, Canada, 2003, 96-103.
  3. D. J. Field. Relations between the statistics of natural images and the response properties of cortical cells[J]. Journal of the Optical Society of America, 1987, 4(12): 2379-239

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