A hybrid method for facial recognition systems

机译：面部识别系统的混合方法

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摘要

This paper proposes a highly robust method for face recognition. Techniques introduced in this work are composed of two stages. Firstly, the feature of face is to be detected by the combined of trace transform and fast active contour. Then, in the second stage, the Hausdorff distance and modified shape context are employed to measure and determine of similarity between models and test images. Our system is evaluated with experiments on the AR, ORL and Yale face database face images. From experimental result, it is show that the high accuracy rate.

机译：本文提出了一种高度鲁棒的人脸识别方法。这项工作中介绍的技术包括两个阶段。首先，要结合跟踪变换和快速有效轮廓来检测人脸特征。然后，在第二阶段，使用Hausdorff距离和修改后的形状上下文来测量和确定模型与测试图像之间的相似性。我们的系统在AR，ORL和Yale人脸数据库人脸图像上进行了实验评估。从实验结果表明，该方法具有较高的准确率。

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来源
《Computational Intelligence for Multimedia Signal and Vision Processing, 2009. CIMSVP '09》|2009年|53-60|共8页
会议地点 Nashville TN(US);Nashville TN(US)
作者
Fooprateepsiri R.; Kurutach W.; Duangphasuk S.;
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Inf. Technol. Dept., Mahanakorn Univ. of Technol.;

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关键词
face recognition; matrix algebra; Hausdorff distance; face database face images; facial recognition systems; fast active contour; image test; modified shape context; trace transform;

机译：人脸识别;矩阵代数; Hausdorff距离;人脸数据库人脸图像;人脸识别系统;快速有效轮廓;图像测试;修改形状上下文;轨迹变换;

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专利

1. Systematic review of 3D facial expression recognition methods [J] . Pattern Recognition: The Journal of the Pattern Recognition Society . 2020,第期

机译：3D面部表情识别方法的系统综述
2. Development of a Real-Time Emotion Recognition System Using Facial Expressions and EEG based on machine learning and deep neural network methods [J] . Aya Hassouneh, A.M. Mutawa, M. Murugappan Informatics in Medicine Unlocked . 2020,第3期

机译：基于机器学习和深神经网络方法，使用面部表情和脑电图的实时情感识别系统的开发
3. Effective facial expression recognition system based on hybrid classification technique [J] . J. Sunetha, K. Sandhya Rani International journal of biomedical engineering and technology . 2019,第4期

机译：基于混合分类技术的有效面部表情识别系统
4. A HYBRID METHOD FOR FACIAL RECOGNITION SYSTEMS [C] . Rerkchai Fooprateepsiri, Werasak Kurutach, Surakarn Duangphasuk IEEE Symposium on Computational Intelligence for Multimedia Signal and Vision Processing . 2009

机译：一种用于面部识别系统的混合方法
5. Human visual system based facial recognition for autonomous systems and applications. [D] . Wan, Qianwen. 2015

机译：基于人眼视觉系统的面部识别技术，适用于自治系统和应用。
6. System for Face Recognition under Different Facial Expressions Using a New Associative Hybrid Model Amαβ-KNN for People with Visual Impairment or Prosopagnosia [O] . Moisés Márquez-Olivera, Antonio-Gustavo Juárez-Gracia, Viridiana Hernández-Herrera, 2019

机译：使用新的关联混合模型Amαβ-KNN的视觉障碍或前瞻性障碍人群在不同面部表情下的人脸识别系统
7. System for Face Recognition under Different Facial Expressions Using a New Associative Hybrid Model Amαβ-KNN for People with Visual Impairment or Prosopagnosia [O] . Moisés Márquez-Olivera, Antonio-Gustavo Juárez-Gracia, Viridiana Hernández-Herrera, 2019

机译：用于使用新的关联混合模型AMαβ-KNN的不同面部表情下的面部识别系统，适用于视觉损伤或检测结果

A hybrid method for facial recognition systems

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