| 彩色图像中复杂背景的多人脸检测 |
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| 引用本文： | 韩宏,王鹏,唐振民,杨静宇. 彩色图像中复杂背景的多人脸检测[J]. 南京理工大学学报(自然科学版), 2001, 25(6): 597-601 |
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| 作者姓名： | 韩宏 王鹏 唐振民 杨静宇 |
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| 作者单位： | 南京理工大学计算机科学与技术系,南京,210094 |
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| 基金项目： | 国家自然科学基金资助项目(60 0 72 0 34) |
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| 摘 要： | 人脸的检测和识别是一个非常复杂的问题，对它的许多规律和规则进行显性的描述是相当困难的。该文提出利用图像的彩色信息以及人脸的基本特征信息来进行人脸粗检测，从而大大缩小了神经网络检测区域，提高了人脸检测速度。实验证明该方法可以有效地运用于多人脸、不同尺寸、表情姿态、复杂背景的情况，具有较好的检测结果。
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| 关 键 词： | 人脸检测 神经网络 特征检测 彩色图像 复杂背景 模式识别 |
| 修稿时间： | 2001-03-01 |
Multiple Human Face Detection in Color Image with Complex Background |
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| HanHong WangPeng TangZhenmin YangJingyu. Multiple Human Face Detection in Color Image with Complex Background[J]. Journal of Nanjing University of Science and Technology(Nature Science), 2001, 25(6): 597-601 |
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| Authors: | HanHong WangPeng TangZhenmin YangJingyu |
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| Abstract: | Due to its complexity,it is difficult to describe the rules of human face detection and recognition.Using human face's color information and basic geometric features to locate human face roughly is proposed.The new human face detection method greatly reduces the detection area of neural network and increases the detection speed.Experimental results show that this method has good detection results and can be efficiently used in the conditions of multi faces,different face sizes,various expressions and complex background. |
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| Keywords: | human face detection neural network color space feature extraction |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
