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A Real-Time Face Recognition System Based on IP Camera and SRC Algorithm

机译:基于IP摄像机和SRC算法的实时人脸识别系统

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摘要

We design a real-time face recognition system based on IP camera and SRC algorithm by way of OpenCV and C++ programming development. Meanwhile, we do research on the IP camera and rewrite some function of SDK so that OpenCV can process the video frame. First, AdaBoost algorithm is used to detect face in each frame, and then LBP is used to extract the feature of texture. Finally, we obtain the result by SRC algorithm. Experimental results show that the system can deal with real-time video and have robustness to the illumination.
机译:通过OpenCV和C ++程序开发,设计了一种基于IP摄像机和SRC算法的实时人脸识别系统。同时,我们对IP摄像机进行了研究,并重写了SDK的某些功能,以便OpenCV可以处理视频帧。首先,使用AdaBoost算法检测每帧中的面部,然后使用LBP提取纹理特征。最后,我们通过SRC算法获得结果。实验结果表明,该系统可以处理实时视频,并且对照明具有鲁棒性。

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