搜索资源列表
pca
- pca主成分分析基础程序,能够有较好的识别率,需要下载人脸库才能运行-Principal component analysis of PCA based program
ASM_Euler-distance
- 人脸识别,采用ASM和欧氏距离的方法,训练样本和测试样本来自SCface视频人脸库。ASM的特征点通过手工标记获得,并保存为mat文件。想要训练样本的原始图像,请联系我-Face recognition, using the ASM method and Euclidean distance, the training samples and testing samples from the SCface video database. Characteristics of ASM obtain
orl-LBP
- 这个是LBP人脸算法,对学习者有很好的帮助,关于人脸表情识别,这里是基于ORL人脸库。-This is the human face LBP algorithm, the learners have good help, on facial expression recognition, here is based on the ORL database.
MIT_face_library
- 人脸识别所需人脸库,包括2706个人脸和4381个非人脸-Face recognition required libraries, including 2706 individuals and 4381 non-face face
faces
- MIT人脸库,人脸识别上非常重要的头像库。-MIT face for face recognition is very important, the head of the library.
SRC
- 稀疏表示分类算法在ORL人脸库上的实验,参考文章: Wright J, Yang A Y, Ganesh A, et al. Robust face recognition via sparse representation[J]. Pattern Analysis and Machine Intelligence, IEEE Transactions on, 2009, 31(2): 210-227. -Sparse representation classification algo
project_test1.m
- 一个清华大学使用的人脸检测程序,可以识别人脸所在位置并进行标注,其中的人脸库可以替换为其他的人脸库-Face detection process uses a Tsinghua University, can recognize faces and location tagging, face which can be replaced with other people face
PCAface-recognitionGUI
- 利用支持向量机和PCA技术设计人脸识别系统,并作出GUI界面便于理解程序,同时增加可视化。并附带ORL人脸库-Face recognition system with GUI is easy to understand,designed based on SVM and PCA technologies. The file also has ORL face .
fisher
- Fisher线性鉴别分析已成为特征抽取的最为有效的方法之一 .但是在高维、小样本情况下如何抽取Fisher最优鉴别特征仍是一个困难的、至今没有彻底解决的问题 .文中引入压缩映射和同构映射的思想 ,从理论上巧妙地解决了高维、奇异情况下最优鉴别矢量集的求解问题 ,而且该方法求解最优鉴别矢量集的全过程只需要在一个低维的变换空间内进行 ,这与传统方法相比极大地降低了计算量 .在此理论基础上 ,进一步为高维、小样本情况下的最优鉴别分析方法建立了一个通用的算法框架 ,即先作K L变换 ,再用Fisher鉴别
FaceRecognition
- 本程序在matlab上实现了基于PCA的人脸识别,经人脸库测试,可用-The program is implemented based on matlab PCA face recognition, face through tests available
faceclassfying
- 人脸识别程序,包含人脸库和非人脸库,模块性和通用性强,方便修改-Matlab Code for face Classfying
Wavelet-Recognition-matlab
- 基于Yale-B和CMU-PIE 人脸库上的实验结果显示本文算法对复杂光照具有较强鲁棒性,具备提取复杂光照条件下人脸图像有效特征的能力。小波变换 特征提取 matlab仿真-Experimental results based on Yale-B and CMU-PIE face show that the proposed algorithm has a strong light on the complexity of robustness, with the extraction of
manface-feature-extraction--examples
- 本例子中有40人脸库,详尽的人脸特征提取例子,大家可以参考学习。-This example has 40 face , detailed facial feature extraction example, we can refer to learn.
face
- 人脸识别,包含人脸库,gui界面程序,识别程序-Face recognition, including face , gui interface program, recognition programs
2DPCAPKNN
- 实现2DPCA和Knn(k近邻)的人脸识别,包含人脸库-face recogntion in 2DPCA and KNN
face
- 先用PCA降维,然后使用OMP识别人脸图像。人脸库是ORL人脸库。-First with PCA dimensionality reduction, and then use the OMP face image recognition. Face is the ORL.
2dldaPknn
- 2dpca+knn人脸识别,有人脸库,在本站左加阔的函数上编写有详细注解-2dpca+knn face recognition
pcaPknn
- pca+knn,人脸识别有人脸库,在本站左加阔的程序上修改的,注解详细-pca+knn face recognition
ldaPknn
- lda+knn,人脸识别,有人脸库,在本站左加阔程序上修改-lda+knn face recognition
face
- 人脸识别例程,识别率达到95 左右,有人脸库,下载可直接运行-Recognition routines, the recognition rate of around 95 percent, it was the face , download can be run directly