Anthropometric Facial Emotion Recognition

被引：0

作者：

Jarkiewicz, Julia ^{[1
]}

Kocielnik, Rafal ^{[1
]}

Marasek, Krzysztof ^{[1
]}

机构：

[1] Polish Japanese Inst Informat Technol, PL-02008 Warsaw, Poland

来源：

HUMAN-COMPUTER INTERACTION, PT II | 2009年 / 5611卷

关键词：

emotion recognition; facial expression detection; affective computing;

D O I：

暂无

中图分类号：

TP3 [计算技术、计算机技术];

学科分类号：

0812 ;

摘要：

The aim of this project is detection, analysis and recognition of facial features. The system operates on grayscale images. For the analysis Haar-like face detector was used along with anthropometric face model and a hybrid feature detection approach. The system localizes 17 characteristic points of analyzed face and, based on their displacements certain emotions can be automatically recognized. The system was tested on a publicly available database (Japanese Female Expression Database) JAFFE with ca. 77% accuracy for 7 basic emotions Using Various Classifiers. Thanks to its open structure the system can cooperate well with any HCI system.

引用

页码：188 / 197

页数：10

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