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Aiming at unloading the high training time burden of the popular cascaded classifier, in this paper, a novel cascade structure called Fea-Accu cascade is proposed. In Fea-Accu cascade training, the ti...
Locally Assembled Binary (LAB) Feature with Feature-centric Cascade for Fast and Accurate Face Detection
Locally Assembled Binary (LAB) Feature with Feature-centric Cascade Fast and Accurate Face Detection
2013/7/17
In this paper, we describe a novel type of feature for fast and accurate face detection. The feature is called Locally Assembled Binary (LAB) Haar feature. LAB feature is basically inspired by the suc...
基于Cascade组合分类器的医学图像分类方法研究
医学图像 Cascade组合分类器
2008/3/11
提出了利用Cascade组合方法生成基于贝叶斯、神经网络与决策树的组合分类器，并将之应用到肝脏图像的分类中。实验结果表明，与现有医学图像分类方法相比，该组合方法可以有效地提高医学图像分类的准确性和稳定性。