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You can use this paper also for the correct alignment of your image data. Bolme, D.S. "Average of Synthetic Exact Filters", IEEE Conference on Computer Vision and Pattern Recognition, 2009. CVPR 2009. ([PDF]) ([C source code])(https://github.com/laoyang)(http://www.cs.colostate.edu/~bolme/publications/Bolme2009Asef.pdf) It locates the eyes position. So you can align the face based on the eyes.

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No.2 Revision

You can use this paper also for the correct alignment of your image data. Bolme, D.S. "Average of Synthetic Exact Filters", IEEE Conference on Computer Vision and Pattern Recognition, 2009. CVPR 2009. ([PDF]) ([C [PDF] [C source code])(https://github.com/laoyang)(http://www.cs.colostate.edu/~bolme/publications/Bolme2009Asef.pdf) code](https://github.com/laoyang)(http://www.cs.colostate.edu/~bolme/publications/Bolme2009Asef.pdf) It locates the eyes position. So you can align the face based on the eyes.

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No.3 Revision

You can use this paper also for the correct alignment of your image data. Bolme, D.S. "Average of Synthetic Exact Filters", IEEE Conference on Computer Vision and Pattern Recognition, 2009. CVPR 2009. [PDF] [C PDF - C source code](https://github.com/laoyang)(http://www.cs.colostate.edu/~bolme/publications/Bolme2009Asef.pdf) It locates the eyes position. So you can align the face based on the eyes.code

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No.4 Revision

You can use this paper also for the correct alignment of your image data. Bolme, D.S. "Average of Synthetic Exact Filters", IEEE Conference on Computer Vision and Pattern Recognition, 2009. CVPR 2009. PDF - C source code

You can use the position of the eyes to align the faces