zhongtao93 / Face-recognition-lightingprocess-realtime

A real time face recognition lightingprocess.

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#Real Time Face_recogintion_lightingprocess Based on Enhanced Local Texture Feature Sets for Face Recognition under Difficult Lighting Conditions papers.

There are three main contributions:(i) we present a simple and efficient preprocessing chain that eliminates most of the effects of changing illumination while still preserving the essential appearance details that are needed for recognition; (ii) we introduce Local Ternary Patterns (LTP), a generalization of the Local Binary Pattern (LBP) local texture descriptor that is more discriminant and less sensitive to noise in uniform regions; and (iii) we show that replacing local histogramming with a local distance transform based similarity metric further improves the performance of LBP/LTP based face recognition.

http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5411802

#Windows + Visual Studio 2012 Using C++

#Result I finish it as a project function, so I am focused on real time. Processing an image within 700ms (CPU i5)

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A real time face recognition lightingprocess.


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