pca adaboost算法實作人臉識别 含有GUI界面

訓練開始...

讀入人臉資料...

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PCA降維...

ans =

   112   460

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歸一化開始...

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歸一化完成...

訓練分類器開始，這個過程可能會花上幾分鐘............

測試開始...

讀入測試集合...

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載入訓練參數...

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PCA降維處理...

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測試集識别中...

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PCA+Adaboost對于測試集200個人臉樣本的識别率為52.5%

1. Intelligence, 1997, 19(7): 711-720.
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