Face Recognition matching face detection with stored database

LAI Mom Cin

2018 12 17

0 个回答

20 次查看（30 天）

0 个投票

I have a databse folder file name "FaceDatabse"

This code last line is "imshow(galleryImage,'Parent',handles.axes2);". It not the right codes because it only show what the image had been upload at axes1.

Please help me change the codes to make it match the face detect witht the image in database.

faceDatabase = imageSet('FaceDatabase','recursive');
galleryImage = getimage(handles.axes1);
[training, test] = partition(faceDatabase,[0.8 0.2]);
[hogFeature, visualization] = extractHOGFeatures(galleryImage);
    
trainingFeatures = zeros(19,4680);
featureCount = 1;
for i=1:size(training,2)
for j = 1: training(i).Count
    trainingFeatures(featureCount,:) = extractHOGFeatures(read(training(i),j));
    trainingLabel{featureCount} = training(i).Description;
    featureCount = featureCount + 1;
end
personIndex{1} = training(i).Description;
end
faceClassifier = fitcecoc(trainingFeatures,trainingLabel);
queryFeatures = extractHOGFeatures(galleryImage);
personLabel = predict(faceClassifier,queryFeatures);
booleanIndex = strcmp(personLabel, personIndex);
integerIndex = find(booleanIndex);
axes(handles.axes2);
imshow(galleryImage,'Parent',handles.axes2);