資源簡介
這是一個用matlab實現的基于支持向量機的人臉識別系統,已經本人調試通過,非常有用。
代碼片段和文件信息
function?nClass?=?classify(newFacePath)
%?整個分類(識別)過程
display(‘?‘);
display(‘?‘);
display(‘識別開始...‘);
%?讀入相關訓練結果
display(‘載入訓練參數...‘);
load(‘Mat/PCA.mat‘);
load(‘Mat/scaling.mat‘);
load(‘Mat/trainData.mat‘);
load(‘Mat/multiSVMTrain.mat‘);
display(‘..............................‘);
xNewFace?=?ReadAFace(newFacePath);?%?讀入一個測試樣本
xNewFace?=?double(xNewFace);
xNewFace?=?xNewFace*W;?%?經過pca變換降維
xNewFace?=?scaling(xNewFace1A0B0);
display(‘身份識別中...‘);
nClass?=?multiSVMClassify(xNewFace);
display(‘..............................‘);
display([‘身份識別結束,類別為:‘?num2str(nClass)?‘。‘]);
?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????文件???????1769??2009-08-06?01:35??FaceRec\FR_GUI.m
?????文件????????311??2009-08-06?00:48??FaceRec\GUIOpenFaceImage.m
?????文件????????200??2009-08-06?00:48??FaceRec\GUIRecgFaceImage.m
?????文件????????248??2008-07-29?01:48??FaceRec\ReadAFace.m
?????文件???????1671??2009-01-05?18:43??FaceRec\ReadFaces.m
?????文件????????636??2008-08-08?07:51??FaceRec\classify.asv
?????文件????????668??2008-08-08?07:54??FaceRec\classify.m
?????文件?????208032??2009-01-02?04:38??FaceRec\composite.tiff
?????文件???????1958??2008-07-30?23:22??FaceRec\scaling.m
?????文件???????1069??2009-01-01?06:46??FaceRec\test.asv
?????文件???????1093??2009-01-02?04:40??FaceRec\test.m
?????文件???????1478??2008-09-10?18:37??FaceRec\train.asv
?????文件???????1565??2009-01-05?18:43??FaceRec\train.m
?????文件?????208010??2008-08-04?04:41??FaceRec\exportLibSVM\composite.tiff
?????文件???????1092??2008-08-04?04:29??FaceRec\exportLibSVM\export.asv
?????文件???????1122??2008-08-04?04:38??FaceRec\exportLibSVM\export.m
?????文件??????45255??2008-08-04?04:42??FaceRec\exportLibSVM\trainData.txt
?????文件?????207994??2008-08-06?22:10??FaceRec\SVM\composite.tiff
?????文件???????1272??2008-08-06?04:55??FaceRec\SVM\multiSVMClassify.asv
?????文件???????1330??2008-08-06?05:10??FaceRec\SVM\multiSVMClassify.m
?????文件???????1543??2008-09-10?18:42??FaceRec\SVM\multiSVMTrain.asv
?????文件???????1816??2009-08-05?23:10??FaceRec\SVM\multiSVMTrain.m
?????文件????????439??2009-01-02?02:29??FaceRec\PCA\Display_image.m
?????文件????????362??2009-01-02?01:35??FaceRec\PCA\approx.asv
?????文件????????354??2009-01-02?02:20??FaceRec\PCA\approx.m
?????文件????????464??2009-01-02?01:58??FaceRec\PCA\displayImage.m
?????文件????????665??2009-01-02?03:20??FaceRec\PCA\fastPCA.asv
?????文件????????715??2009-01-04?03:31??FaceRec\PCA\fastPCA.m
?????文件????????610??2009-01-02?01:45??FaceRec\PCA\visualize_pc.asv
?????文件????????644??2009-01-02?01:46??FaceRec\PCA\visualize_pc.m
............此處省略462個文件信息
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