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Face Detection Based Successive Mean Quantization Transform
Author(s): 
Pages: 154-156
Year: Issue:  1
Journal: Video Engineering

Keyword:  连续均值量化变换特征提取SNoW分类器;
Abstract: 针对人脸检测中对旋转、光照、遮挡等检测的准确性与稳健性问题,提出将连续均值变换用于人脸检测的方法.首先利用连续均值变换提取候选区域人脸的特征,用提取的特征训练SNoW分类器,通过分类器对人脸与非人脸样本进行分类,达到准确确定人脸位置的目的.实验结果证明,与人工神经网络、支持向量机和朴素贝叶斯相比,该方法在复杂背景和光照和遮挡以及多人脸等情况下仍然具有很好的准确性和稳健性.
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