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人脸识别---人脸图像预处理工具箱,人脸图像归一化

于 2022-04-08 发布 文件大小:733.73 kB
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工件 (光照归一化技术的鲁棒人脸识别) 工具箱 v 2.0 是 Matlab 函数的集合和脚本旨在帮助研究人员在人脸识别领域工作的。工具箱中制作了作为一种副产品,我的研究工作,是可以免费下载。工件工具箱 v2.0 包括下列光度法归一化技术的实现: 单-规模-retinex 算法,多 scaleretinex 算法,单尺度自商图像、 多尺度自商图像,基于同态滤波归一化技术,一种基于小波变换的归一化技术,一种基于小波去噪的归一化技术,基于各向同性扩散的归一化技术,基于各向异性扩散的归一化技术、 基于非局部手段的归一化技术、 自适应非本地的手段 — — 基于归一化技术、 基于 DCT 的归一化技术,基于方向可调滤波器,归一化技术基于各向异性扩散的归一化技术、 Gradientfaces 方法、 Weberfaces 方法、 多尺度的 Weberfaces 方法、 谭和 Triggs 的归一化技术和大、 小尺度特征的修改版本归一化技术。除了列举的技术也有大量的直方图包括在工具箱中,这可以是有用的任务的光照不变的人脸识别的操作功能。本文档描述工具箱中,从安装到使用基本的知识。读者被指原始的论文在个别技术的基本理论上的详细信息。

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