| 基于二重BP神经网络的静态人脸检测算法的研究 |
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| 引用本文： | 袁小勇,黄贤武. 基于二重BP神经网络的静态人脸检测算法的研究[J]. 苏州大学学报(工科版), 2002, 22(5): 26-32 |
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| 作者姓名： | 袁小勇 黄贤武 |
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| 作者单位： | 苏州大学,通信与电子工程学院,江苏,苏州,215021 |
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| 摘 要： | 提出了一种基于BP神经网络的静太人脸检测算法。首先，通过形态学闭运算提取包含人眼区域的二值图像，对二值图像进行基于连通性的标注，标注区域会聚形成候选人眼点。对待选人眼点进行筛选后，送入BP神经网络进行判断，得出人眼点。最后人眼点两两组合形成待选人脸，送入第二个BP网络进行判断。
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| 关 键 词： | 二重BP神经网络 人脸检测 形态学运算 |
| 文章编号： | 1000-1999(2002)05-0026-07 |
AN ALGORITHM OF STATIC HUMAN FACE DETECTION BASED ON DUPLICATE BP NEW WORK |
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| YUAN Xiao yong,HUANG Xian wu. AN ALGORITHM OF STATIC HUMAN FACE DETECTION BASED ON DUPLICATE BP NEW WORK[J]. Journal of Suzhou University(Engineering Science Edition), 2002, 22(5): 26-32 |
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| Authors: | YUAN Xiao yong HUANG Xian wu |
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| Abstract: | An algorithm of static human face detection based on BP network is proposed. Firstly, the binary image containing human eye regions is extracted by morphological operation of closing, after which, the binary image just obtained is labeled based on connection analysis. Then, the labeled regions are assembled into candidates of human eye dots . After the dots are chosen , they are sent into BP network for the obtaining of the eye dots. Each pair of the eye dots is used to form the candidate of human faces. Finally, the candidates are sent into the second BP network for the judgment of the face. |
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| Keywords: | human face detection morphological operation BP network |
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