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METHOD FOR INTELLIGENTLY DETECTING/TRACKING FACE IN REAL-TIME THROUGH ACTIVE CAMERA USING CASCADE CLASSIFIER

机译:级联分类器实时检测主动相机实时人脸的方法

摘要

A kind of purpose: method, one side is detected/tracked for the active camera by using a cascade classifier with having intelligence in real time while being arranged to meet computational efficiency and detection performance by using cascade classifier, receive diversity, such as lighting change, complex background, superposition/inclination that face and surface area change. Construction: an integrated image is generated. One cascade classifier hierarchically shaped is generated. By using face position information track in real time, face is tracked by it. Lighting change receives to compare drawing process using a Gaussian filter and one. Superposition between complex background and face region, by using the feature extraction on a characteristic mask opposite, profile receives. By using the characteristic mask of rotation, watt receiving in face. Different surface area sizes is received after forming a pyramid by performing scanning, has multiple resolution.
机译:一种目的:方法,通过使用具有智能的实时级联分类器为有源摄像机检测/跟踪一侧,同时通过级联分类器满足计算效率和检测性能,接收分光,如照明变化,复杂的背景,面部和表面积变化的叠加/倾斜。结构:生成一个集成图像。生成一个分级分级的级联分类器。通过实时使用脸部位置信息跟踪,可以跟踪脸部。照明变化接收以使用高斯滤波器和一个来比较绘图过程。通过在相对的特征蒙版上使用特征提取,在复杂背景和面部区域之间叠加,轮廓接收。通过使用特有的旋转遮罩,可以在脸上接收瓦特。通过执行扫描形成棱锥之后,接收到不同的表面积大小,具有多种分辨率。

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