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An improvement on the modified gradient method for face localization

机译:人脸定位改进梯度法的改进

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In this study, we improve the modified gradient method for face localization. In the modified gradient method (MGM) an approach similar to Roberts operator was used for detecting edges in face images. The Sobel edge detector is proposed for detecting edges of a face and generating the gradients for the face detection. Preliminary experimental results show that our proposed method can detect the face more accurately than that of the modified gradient method.
机译:在这项研究中,我们改进了用于人脸定位的改进的梯度方法。在改进的梯度法(MGM)中,使用类似于Roberts算子的方法来检测面部图像中的边缘。提出了Sobel边缘检测器,用于检测面部的边缘并生成用于面部检测的梯度。初步实验结果表明,与改进的梯度法相比,我们提出的方法能够更准确地检测人脸。

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