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本课题研究的步骤如下:先提取人脸的特征向量;产生训练样本和测试样本;再用LVQ创建神经网络模型,该模型用训练样本进行训练调整权值;用测试样本对建立的人脸朝向识别模型进行验证,要求有较高的识别率。
本课题要求使用LVQ神经网络的算法进行Matlab仿真,对人脸朝向进行有效的判断和识别。
-This study is the following steps: first extract facial feature vector generate training and testing
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FACIAL EXPRESSION RECOGNITION USING TENSOR CONCEPT
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LVQ即学习向量量化神经网络是一种用于训练竞争层的有监督学习方法神经网络,在模式识别和优化领域有着广泛的应用。本课题要求使用LVQ神经网络训练人脸的特征数据,得到模型对任一人脸图像的朝向进行识别。-Learning Vector Quantization LVQ neural network that is used to train competitive layer neural network supervised learning methods in the field of patt
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流形学习算法实现人脸表情识别-经典参考文献-Facial expression recognition- classic literature
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人脸表情识别综述经典论文from cnki-Facial Expression Recognition Summary classic papers from cnki
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人脸表情识别综述-比较好的参考文献-from cnki-Facial Expression Recognition Summary- References better
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人脸识别pdf文件,学习人脸识别的同学可以参考学习,国外大牛在顶级期刊发表的。-Face recognition PDF file, facial recognition of students can refer to learning, Daniel published in top journals abroad.
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现代数字图像处理技术提高及应用案例详解(matlab版
3.22 基于KL变换的人脸识别技术-Modern digital image processing technology and application case explanation (matlab version
3.22 facial recognition technology based on KL transform
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随着人脸识别终端的广泛应用,为了便于用户的二次开发与系统集成,我们提供了人脸识别终端脱机通讯SDK。该SDK包含了相关文档说明、开发范例和开发工具,通过与汉王面部识别终端(及其他符合《汉王考勤机通信协议-HDCP_V0.1.20060120》协议(以下简称:通信协议)的考勤设备)的搭配,可以实现如下功能:
员工管理
记录管理
面部识别终端管理
图片管理
该SDK主要包含以下三个部分:
1) 动态链接库
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用 VC++ 编写的面部识别源程序,根据面部特征识别人脸,
感兴趣的朋友可以看看!-Prepared with VC++ facial recognition source code, based on facial features to recognize human faces, and interested friends can see!
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Abstract-Gesture recognition pertains to recognizing meaning-
ful expressions of motion by a human, involving the hands, arms,
face, head, and/or body. It is of utmost importance in designing
an intelligent and efficient human-computer interfa
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FACIAL EXPRESSION RECOGNITION
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运用matlab,LBP分割脸部特征,从而达到识别人物面部表情的效果-Use matlab, LBP split facial features, so as to identify the effect of facial expressions
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Facial Recognition program k-Facial Recognition program kNN
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This a code for facial recognition. It is implemented in matlab.-This is a code for facial recognition. It is implemented in matlab.
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人脸表情识别 用于识别人脸的六种基本表情-Facial Expression Recognition
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面部识别,语音识别,可以直接运行,经典数字图像处理代码-Facial recognition, voice recognition, can run, classic digital image processing code
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用PCA对图像进行识别,提取人脸特征,可以直接运行,适合初学者-Using PCA method of face recognition, extraction of facial feature, can be directly run, suitable for beginners
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利用OPENCV实现面部识别源代码,有助于opencv初学者的学习-The use of facial recognition OPENCV achieve source code, help beginners learn opencv
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面部识别,基于opencv的,用于检测人面部并标注的程序,准确性高。-Facial Recognition,based on the opencv program for detection of human faces and labeling, high accuracy.
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