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基于彩色图像的色系坐标变换的面部定位与跟踪法

Method of Face Locating and Tracking Based on Chromatic Coordinates Transformation of Color Images

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【作者】 姚鸿勋刘明宝高文范旭彤张洪明吕雅娟

【Author】 YAO Hong Xun LIU Ming Bao GAO Wen FAN Xu Tong ZHANG Hong Ming LU Ya Juan(Department of Computer Science and Engineering, Harbin Institute of Technology, Harbin 150001)

【机构】 哈尔滨工业大学计算机科学与工程系!哈尔滨150001哈尔滨工业大学计算机科学?

【摘要】 文中通过对彩色图像的色彩因素的分析 ,得出了关于色度与彩色坐标系的关系 ,建立了相应的肤色、唇色色系的坐标变换方法 .基于这种坐标系 ,可以通过简单的阈值设定 ,得到彩色图像的人脸面部定位与跟踪的方法 .此方法能有效、稳健地测得目标的位置 ,不受对象姿态、背景的影响 .通过在线学习 ,还可以去除光照条件变化的影响及摄像设备的影响 .它是利用彩色图像中对亮度信息规一化处理后、提取出来的相对稳定的色度信息来检测和确定目标 ,进行定位和跟踪的 .并用亮度信息增强微小差别物体间的对比度 ,以突出细节 ,达到刻画细节的目的

【Abstract】 On basis of color factors of images, the relationship between chroma and color coordinates is obtained, and a method of color coordinates transformation applicable to skin chromatic, lip chromatic enhancement is established in this paper. Based on the coordinates, an approach to human face locating and tracking in color images is presented by simply giving a threshold. The method is effective and robust in detecting the positions of objects, not impacted by either the pose of objects or the background. The influence of illumination variance and camera device difference is overcome by on line learning. After the intensity of color images is normalized, the remained relatively stable chromatic information is utilized to detect, locate and track the objects. The intensity information of color images is employed to enhance the contrast between tiny difference objects, thus to give prominence to the particulars and describe them.

【基金】 国家八六三高技术研究发展计划;国家教委跨世纪人才基金
  • 【文献出处】 计算机学报 ,CHINESE JOURNAL OF COMPUTERS , 编辑部邮箱 ,2000年02期
  • 【分类号】TP391.4
  • 【被引频次】171
  • 【下载频次】467
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