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A Kind of Human Face Region Detection and Recognition Method Based on Chrominance Information Characteristics

机译:一种基于色度信息特征的人脸区域检测与识别方法

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This paper introduced the face region segmentation and recognition algorithm based on chrominance information characteristics, the algorithm gets skin color clustering subspace by the training samples in HSI color space, and combination Gauss skin color model as the face pixel detection basis decision, Through it is detected face pixel vertical and horizontal direction projection, complemented by a priori knowledge of the face contour, eventually face region will be segmented. The algorithm is fast, without the face position, posture, facial expressions and other factors affecting the advantages. At the same time, in this algorithm, we realized corresponding light reverse compensation techniques to make the algorithm has the same good experimental effect in strong light.
机译:本文介绍了一种基于色度信息特征的人脸区域分割与识别算法,该算法通过HSI色彩空间中的训练样本得到肤色聚类子空间,并结合高斯肤色模型作为人脸像素检测的基础决策,通过检测脸部像素的垂直和水平方向投影,加上对脸部轮廓的先验知识,最终将分割出脸部区域。该算法速度快,没​​有脸部位置,姿势,面部表情等影响优势的因素。同时,在该算法中,我们实现了相应的反光补偿技术,使该算法在强光下具有相同的良好实验效果。

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