基于双层层次支持向量机集成分类的面部表情识别

2012 IEEE International Symposium on Multimedia Pub Date : 2012-12-10 DOI:10.1109/ISM.2012.104

Mahesh Babu Mariappan, Myunghoon Suk, B. Prabhakaran

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引用次数: 6

摘要

在本文中，我们提出了一种自动面部表情识别方法。我们使用了一种特征提取技术，灵感来自于我们对人类面部表情识别的实证研究。提出了一种双层分层支持向量机集成分类机制。本文还提供了系统架构和系统实现细节。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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Facial Expression Recognition Using Dual Layer Hierarchical SVM Ensemble Classification

In this paper, we present our approach for automatic facial expression recognition. We use a feature extraction technique inspired by our empirical study on human recognition of facial expressions. We propose our dual-layer hierarchical SVM ensemble mechanism for classification. We also provide system architecture and system implementation details in this paper.

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2012 IEEE International Symposium on Multimedia

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