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FACE DETECTION BASED ON TEMPLATE MATCHING

机译:基于模板匹配的人脸检测

摘要

PURPOSE: A template matching based face detecting method is provided to detect a face from an image using templates having multiple resolutions and multiple scale sizes. CONSTITUTION: An image obtained using a camera is input to a face detecting and tracking system. A pre-processing such as correction of light is carried out for the input images, and a face candidate region is obtained using a color. The face candidate region is wavelet-transformed. A wavelet template is obtained using the wavelet-transformed face image. The wavelet template is matched with a previously attained wavelet face template to detect a face. Then, components constructing the face are detected, and the detected components are mapped with a predetermined face oval to decide a final face region. A face position of the next image is predicted and tracked using previous three face position information items.
机译:目的:提供一种基于模板匹配的面部检测方法,以使用具有多种分辨率和多种比例尺尺寸的模板从图像中检测面部。组成:使用相机获得的图像被输入到面部检测和跟踪系统。对输入图像执行诸如光校正的预处理,并且使用颜色获得面部候选区域。面部候选区域是小波变换的。使用经小波变换的面部图像获得小波模板。小波模板与先前获得的小波面部模板匹配以检测面部。然后,检测构成面部的成分,并将检测到的成分与预定的面部椭圆映射,以决定最终的面部区域。使用先前的三个面部位置信息项来预测和跟踪下一图像的面部位置。

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