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Face detection using OpenCV with Java

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Hi, I am trying to use OpenCV 3.1.0 in a java based face detection program. I am using OpenCV for first time and I have followed [this](http://docs.opencv.org/3.0-beta/doc/tutorials/introduction/desktop_java/java_dev_intro.html). Program works but its far from accurate. I have used both lbpcascade_frontalface.xml and haarcascade_frontalface_alt.xml. So I want to improve the program, but I have no idea how to go ahead about it. How OpenCV works, face detection in particular, is totally a black box to me. Please tell me how should I go ahead to make program more accurate...ant links,resource,tutorials would help. I read about training classifiers. Is it a solution? Edit: For eg., following is the results I got: ![image description](/upfiles/14722805949786219.jpg) ![image description](/upfiles/14722806644507859.jpg) ![image description](/upfiles/14722806754543375.jpg) ![image description](/upfiles/14722806868625377.jpg) ![image description](/upfiles/14722806963538002.jpg) With regards Manish

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