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本课题的主要内容是图像预处理,它主要从摄像头中获取人脸图像然后进行处理,以便提高定位和识别的准确率.该模块主要包含光线补偿、图像灰度化、高斯平滑、均衡直方图、图像对比度增强,图像预处理模块在整个系统中起着极其关键的作用,图像处理的好坏直接影响着后面的定位和识别工作,内有源代码和全部论文资料-this issue is the major content of image preprocessing, mainly from the camera to obtain images Face the
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一个很好的人脸识别系统,包括对图像的处理,识别,以及重建等。希望对大家有帮助-a good face recognition system, including image processing, recognition, and renewal. We hope to help
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人耳识别技术是20世纪90年代末开始兴起的一种生物特征识别技术,与其它生物特征识别技术比较具有以下几个特点:(1)与人脸识别方法比较,耳识别方法不受面部表情、化妆品和胡须变化的影响,同时保留了面部识别图象采集方便的优点,与人脸相比,整个人耳的颜色更加一致、图像尺寸更小,数据处理量也更小。(2)与指纹识别方法比较,耳图象的获取是一种被动方式,即通过非接触方式获取耳图像,不存在通过接触传染疾病的机会,因此,其信息获取方式具有容易被人接受的优点。(3)与虹膜识别方法比较,首先,由于人脸和头发的存在,需
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自动人脸检测识别系统V5.0是一套集图象处理、人脸检测和人脸识别以及人脸图像数据库管理于一体的完整人脸识别系统。-Automatic Face Detection and Recognition System V5.0 is a set of image processing, face detection and face recognition and human face image database management in one complete face recognition
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基于遗传算法和bp网络的简单人脸识别,只能识别三种表情。图像经过简单的小波变换处理-Bp networks based on genetic algorithm and a simple face recognition, could only identify three kinds of expressions. After a simple wavelet transform image processing
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本文设计基于DCT的人脸识别系统,首先结合当今人脸识别的背景和发展状况讨论了人脸识别的研究内容及在各方面的应用;然后研究了人脸识别进行预处理,讨论了人脸识别预处理的其他方法,分析各种方法的利弊,最后采用DCT(离散余弦变换)实现人脸图像预处理中的降维处理;接下来对人脸图像的特征提取进行了研究,简单叙述了几何特征提取和代数特征提取,同时深入研究了基于DCT和PCA变换的人脸图像特征提取,从而实现是否对人脸识别系统识别率有所提高的研究;对于分类器的选择,本文对两种分类器进行了探讨,即最近邻分类器和B
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人脸识别的MATLAB程序。数字图像处理的重要内容-Face Recognition MATLAB. An important part of digital image processing
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One of Biometrics fields is face recognition & face expression recognition ...
1- In face recognition .. we need to design authentication program by training a neural network ,there are two source codes..one of them is based on Discrete Wavelet Tr
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一种处理图像的新方法,monogenic,用于人脸识别,识别率不错-A new method of image processing, monogenic, for face recognition, recognition rate of well
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program on image processing based on MATLAB for biometric recognition
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This file helps identify the presence of a human face, hand or any other body part by identifying and marking skin-like pixels within a given image. With further image processing techniques, the output produced by this scr ipt can be refined and proc
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it is digital image processing about face recognition useing matlab 1
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This matlab code can be used for any form of image processing work. it is a working face recognition and detection source code for educational use only
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人脸识别特指利用分析比较人脸视觉特征信息进行身份鉴别的计算机技术。人脸识别是一项热门的计算机技术研究领域,在生活中许多领域都有着重要应用。
这里通过对人脸图像打上网格,对区域块图像做二值分析,通过像素比例来做处理。进而得到人脸区域。-Especially the use of face recognition visual analysis and comparison of facial feature information to identify the identity of the
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DeepLearnToolbox_CNN_lzbV2.0
深度学习,卷积神经网络,Matlab工具箱
参考文献:
[1] Notes on Convolutional Neural Networks. Jake Bouvrie. 2006
[2] Gradient-Based Learning Applied to Document Recognition. Yann LeCun. 1998
[3] https://github.com/rasmusberg
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比较了软阈值,硬阈值及当今各种阈值计算方法,毕设内容,高光谱图像基本处理,人脸识别中的光照处理方法。- Comparison of soft threshold and hard threshold and today various threshold calculation method, Complete set content, basic hyperspectral image processing, Face Recognition light treatment method.
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毕设内容,高光谱图像基本处理,人脸识别中的光照处理方法,sar图像去噪的几种新的方法。- Complete set content, basic hyperspectral image processing, Face Recognition light treatment method, Several new methods sar image denoising.
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用于图像处理的独立分量分析,人脸识别中的光照处理方法,包括最小二乘法、SVM、神经网络、1_k近邻法。- Independent component analysis for image processing, Face Recognition light treatment method, Including the least squares method, the SVM, neural networks, 1 _k neighbor method.
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详细讲解了25个MATLAB图像与视频处理实用案例(含可运行程序),涉及雾霾去噪、答题卡自动阅卷、肺部图像分割、小波数字水印、图像检索、人脸二维码识别、车牌定位及识别、霍夫曼图像压缩、手写数字识别、英文字符文本识别、眼前节组织提取、全景图像拼接、小波图像融合、基于语音识别的音频信号模拟灯控、路面裂缝检测识别、视频运动估计追踪、Simulink图像处理等多项重要技术(Explain in detail the 25 MATLAB image and video processing utility
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SUpervised Learning based criminal face recognition
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