C++提取文件中信息的方法
對于文件比較復(fù)雜的時候,為了獲取文件中的信息,需要一些比較特殊的函數(shù),比如,getline()、replace()、atoi,atof等
例子一,讀取以下文件中的數(shù)據(jù),并保存進(jìn)一個類里面。
首先,類的定義如下,感覺是struct,但是按照struct的處理,我這段代碼出錯了,不知道什么問題,暫時po出來吧,有空看看。
struct ImageLabel{
std::string imagePath;//save圖片路徑名
int faceBox[4];//輸入點集的最外層包絡(luò)矩形rect四個參數(shù)
int landmarkPos[2*LandmarkPointsNum];//輸入點集
private:
friend class cereal::access;
/**
* Serialises this class using cereal.
*
* @param[in] ar The archive to serialise to (or to serialise from).
*/
template<class Archive>
void serialize(Archive& ar)
{
ar(imagePath, faceBox, landmarkPos);
}
};
然后讀入一系列如下文件,每個文件的數(shù)據(jù)保存格式相同,因此定義了一個vector,來順序存儲每一個文件對應(yīng)的類
文件如下:*.pts文件
version: 1
n_points: 68
{
446.000 91.000
449.459 119.344
450.957 150.614
460.552 176.986
471.486 202.157
488.087 226.842
506.016 246.438
524.662 263.865
553.315 271.435
578.732 266.260
599.361 248.966
615.947 220.651
627.439 197.999
635.375 179.064
642.063 156.371
647.302 124.753
646.518 92.944
470.271 117.870
486.218 109.415
503.097 114.454
519.714 120.090
533.680 127.609
571.937 123.590
585.702 117.155
602.344 109.070
620.077 103.951
633.964 111.236
554.931 145.072
554.589 161.106
554.658 177.570
554.777 194.295
532.717 197.930
543.637 202.841
555.652 205.483
565.441 202.069
576.368 197.061
487.474 136.436
499.184 132.337
513.781 133.589
527.594 143.047
513.422 144.769
499.117 144.737
579.876 140.815
590.901 130.008
605.648 128.376
618.343 132.671
606.771 140.525
593.466 141.419
519.040 229.040
536.292 221.978
}
所有pts文件名都保存在一個TXT文件中,對應(yīng)的圖像名也保存在一個TXT文件中,我們需要把圖片的文件路徑加文件名保存到類里面,為了處理方便我們用了replace函數(shù),直接替換pts文件名的的后三位,得到新的文件名。
void readpic(std::vector<ImageLabel> &Imagelabels){
cout<<"test readpic"<<endl;
string filePath = "/Users/anitafang/Downloads/Datasets/300W/300w/01_Indoor/";
//打開png圖片名存儲的TXT文件
ifstream pngfile;
pngfile.open("/Users/anitafang/Downloads/Datasets/300W/300w/01_Indoor/pnglist.txt");
if(!pngfile.is_open()){
cout<<"不能打開文件!"<<endl;
}
//ImageLabel* mImageLabel = NULL;//保存圖像信息的類
string line;//讀取文件的每一行
while(getline(pngfile,line)){
//mImageLabel = new ImageLabel();
ImageLabel mImageLabel;
//mImageLabel->imagePath=filePath+line;//將文件全路徑保存在 mImageLabel->imagePath
mImageLabel.imagePath=filePath+line;//將文件全路徑保存在 mImageLabel->imagePath
cout<<line<<endl;
//得到pts文件路徑
string ress="pts";
string ptss=filePath+line.replace(11,3,ress);
cout<<line.replace(11,3,ress)<<endl;
cout<<ptss<<endl;
//讀取pts文件里面的數(shù)據(jù)
std::ifstream LabelsFile(ptss, std::ios::in);
if(!LabelsFile.is_open())
return;
//開始讀取pts文件內(nèi)容
int index=0;
vector<Point2f> vp2f;
char line11[1024]={0};//存放每行數(shù)據(jù)
//將文件逐行讀取到string linestr中,然后對行的內(nèi)容進(jìn)行判斷
while(LabelsFile.getline(line11, sizeof(line11))){
//從第四行開始把數(shù)據(jù)寫進(jìn)landmark數(shù)組中
if((index>=3)&&(index<139)){
string x = "";
string y = "";
std::stringstream word(line11);
word >> x;
word >> y;
cout<<atof(x.c_str())<<" "<<atof(y.c_str())<<endl;
mImageLabel.landmarkPos[index-3] =atof(x.c_str());
mImageLabel.landmarkPos[index+LandmarkPointsNum-3] =atof(y.c_str());
vp2f.push_back(Point2f(mImageLabel.landmarkPos[index-3],mImageLabel.landmarkPos[index+LandmarkPointsNum-3]));
cout<<"x:"<<mImageLabel.landmarkPos[index-3]<<" y:"<<mImageLabel.landmarkPos[index+LandmarkPointsNum-3]<<endl;
}
index++;
}
Rect rect = boundingRect(vp2f);
//根據(jù)得到的矩形 輸入到facebox中
mImageLabel.faceBox[0] = rect.x;
mImageLabel.faceBox[1] = rect.y;
mImageLabel.faceBox[2] = rect.width;
mImageLabel.faceBox[3] = rect.height;
cout<<"facebox"<<mImageLabel.faceBox[0]<<mImageLabel.faceBox[1]<<mImageLabel.faceBox[2]<<mImageLabel.faceBox[3]<<endl;
// close file
LabelsFile.close();
//free the object
Imagelabels.push_back(mImageLabel);
//mImageLabel == NULL;
}
}
其中,因為GetLine讀出來的數(shù)據(jù)是string類型,因此需要將數(shù)據(jù)轉(zhuǎn)成int型,看到pts文件中數(shù)據(jù)是都是float型,因此先要將string轉(zhuǎn)成float,用的是atof函數(shù)。
另外如果把 Imagelabels 當(dāng)做類來處理只需要,最開始,ImageLabel mImageLabel;后面直接push_back,不需要delete。所有的引用都變成:mImageLabel.faceBox,不能用mImageLabel->landmarkPos。
另外一個升級的例子,處理起來很復(fù)雜,這里把ImageLabel當(dāng)做一個struct來處理,這樣需要new,也需要delete,引用的時候也是用的->,這個需要注意。
文件是:labels_ibug_300W.xml
稍微看一部分,了解下它的構(gòu)成。
<?xml version='1.0' encoding='ISO-8859-1'?> <?xml-stylesheet type='text/xsl' href='image_metadata_stylesheet.xsl'?> <dataset> <name>iBUG face point dataset - All images</name> <comment>This folder contains data downloaded from: http://ibug.doc.ic.ac.uk/resources/facial-point-annotations/ The dataset is actually a combination of the AFW, HELEN, iBUG, and LFPW face landmark datasets. But the iBUG people have aggregated it all together and gave them a consistent set of 68 landmarks across all the images, thereby turning it into one big dataset. Note that we have adjusted the coordinates of the points from the MATLAB convention of 1 being the first index to 0 being the first index. So the coordinates in this file are in the normal C 0-indexed coordinate system. We have also added left right flips (i.e. mirrors) of each image and also appropriately flipped the landmarks. This doubles the size of the dataset. Each of the mirrored versions of the images has a filename that ends with _mirror.jpg. Finally, note that the bounding boxes are from dlib's default face detector. For the faces the detector failed to detect, we guessed at what the bounding box would have been had the detector found it and used that.</comment> <images> <image file='afw/1051618982_1.jpg'> <box top='206' left='469' width='216' height='216'> <part name='00' x='482' y='267'/> <part name='01' x='483' y='298'/> <part name='02' x='487' y='329'/> <part name='03' x='491' y='358'/> <part name='04' x='503' y='386'/> <part name='05' x='523' y='409'/> <part name='06' x='543' y='428'/> <part name='07' x='565' y='442'/> <part name='08' x='591' y='447'/> <part name='09' x='620' y='443'/> <part name='10' x='647' y='429'/> <part name='11' x='671' y='409'/> <part name='12' x='688' y='385'/> <part name='13' x='699' y='359'/> <part name='14' x='704' y='332'/> <part name='15' x='707' y='305'/> <part name='16' x='708' y='277'/> <part name='17' x='502' y='250'/> <part name='18' x='518' y='237'/> <part name='19' x='537' y='234'/> <part name='20' x='557' y='236'/> <part name='21' x='575' y='243'/> <part name='22' x='619' y='243'/> <part name='23' x='639' y='237'/> <part name='24' x='659' y='234'/> <part name='25' x='679' y='238'/> <part name='26' x='693' y='250'/> <part name='27' x='596' y='268'/> <part name='28' x='595' y='287'/> <part name='29' x='594' y='305'/> <part name='30' x='593' y='324'/> <part name='31' x='570' y='336'/> <part name='32' x='581' y='338'/> <part name='33' x='593' y='342'/> <part name='34' x='605' y='338'/> <part name='35' x='615' y='336'/> <part name='36' x='523' y='272'/> <part name='37' x='536' y='263'/> <part name='38' x='551' y='263'/> <part name='39' x='564' y='277'/> <part name='40' x='550' y='277'/> <part name='41' x='535' y='276'/> <part name='42' x='626' y='279'/> <part name='43' x='642' y='265'/> <part name='44' x='657' y='267'/> <part name='45' x='670' y='276'/> <part name='46' x='658' y='280'/> <part name='47' x='642' y='279'/> <part name='48' x='544' y='364'/> <part name='49' x='565' y='360'/> <part name='50' x='580' y='357'/> <part name='51' x='591' y='360'/> <part name='52' x='603' y='358'/> <part name='53' x='621' y='361'/> <part name='54' x='641' y='366'/> <part name='55' x='621' y='382'/> <part name='56' x='603' y='385'/> <part name='57' x='590' y='384'/> <part name='58' x='579' y='383'/> <part name='59' x='563' y='378'/> <part name='60' x='552' y='366'/> <part name='61' x='580' y='370'/> <part name='62' x='591' y='370'/> <part name='63' x='603' y='371'/> <part name='64' x='634' y='369'/> <part name='65' x='603' y='371'/> <part name='66' x='591' y='370'/> <part name='67' x='580' y='370'/> </box> </image> <image file='afw/111076519_1.jpg'> <box top='724' left='1122' width='150' height='150'> <part name='00' x='1126' y='765'/> <part name='01' x='1123' y='784'/> <part name='02' x='1123' y='804'/> <part name='03' x='1124' y='822'/> <part name='04' x='1131' y='839'/> <part name='05' x='1142' y='853'/> <part name='06' x='1157' y='865'/> <part name='07' x='1172' y='874'/> <part name='08' x='1190' y='878'/> <part name='09' x='1208' y='878'/> <part name='10' x='1225' y='873'/> <part name='11' x='1238' y='862'/> <part name='12' x='1249' y='846'/> <part name='13' x='1256' y='829'/> <part name='14' x='1261' y='810'/> <part name='15' x='1263' y='792'/> <part name='16' x='1264' y='774'/> <part name='17' x='1148' y='749'/> <part name='18' x='1160' y='745'/> <part name='19' x='1171' y='744'/> <part name='20' x='1183' y='748'/> <part name='21' x='1194' y='753'/> <part name='22' x='1227' y='756'/> <part name='23' x='1236' y='753'/> <part name='24' x='1244' y='753'/> <part name='25' x='1251' y='754'/> <part name='26' x='1256' y='759'/> <part name='27' x='1210' y='769'/> <part name='28' x='1210' y='779'/> <part name='29' x='1210' y='790'/> <part name='30' x='1209' y='800'/> <part name='31' x='1187' y='808'/> <part name='32' x='1196' y='811'/> <part name='33' x='1205' y='814'/> <part name='34' x='1212' y='813'/> <part name='35' x='1218' y='812'/> <part name='36' x='1159' y='766'/> <part name='37' x='1167' y='763'/> <part name='38' x='1176' y='764'/> <part name='39' x='1183' y='770'/> <part name='40' x='1175' y='770'/> <part name='41' x='1166' y='769'/> <part name='42' x='1225' y='776'/> <part name='43' x='1235' y='773'/> <part name='44' x='1243' y='774'/> <part name='45' x='1248' y='777'/> <part name='46' x='1241' y='779'/> <part name='47' x='1233' y='779'/> <part name='48' x='1160' y='825'/> <part name='49' x='1176' y='820'/> <part name='50' x='1190' y='822'/> <part name='51' x='1199' y='824'/> <part name='52' x='1209' y='825'/> <part name='53' x='1221' y='827'/> <part name='54' x='1229' y='833'/> <part name='55' x='1218' y='847'/> <part name='56' x='1205' y='852'/> <part name='57' x='1194' y='851'/> <part name='58' x='1184' y='849'/> <part name='59' x='1171' y='840'/> <part name='60' x='1165' y='827'/> <part name='61' x='1189' y='828'/> <part name='62' x='1199' y='830'/> <part name='63' x='1208' y='831'/> <part name='64' x='1225' y='834'/> <part name='65' x='1206' y='844'/> <part name='66' x='1196' y='844'/> <part name='67' x='1186' y='841'/> </box> </image> <image file='afw/111076519_2.jpg'> <box top='590' left='1028' width='180' height='180'> <part name='00' x='1050' y='620'/> <part name='01' x='1046' y='641'/> <part name='02' x='1040' y='663'/>
可以找到一些規(guī)律,按照這些規(guī)律來得到我們需要的數(shù)據(jù),直接上代碼:
void ReadLabelsFromFile(std::vector<ImageLabel> &Imagelabels, std::string Path = "labels_ibug_300W.xml"){
std::string ParentPath(trainFilePath);
std::ifstream LabelsFile(ParentPath+Path, std::ios::in);
if(!LabelsFile.is_open())
return;
std::string linestr;
while(std::getline(LabelsFile, linestr)){
linestr = trim(linestr);
linestr = replace(linestr, "</", "");
linestr = replace(linestr, "/>", "");
linestr = replace(linestr, "<", "");
linestr = replace(linestr, ">", "");
linestr = replace(linestr, "'", "");
std::vector<std::string> strNodes = split(linestr, " ");
static ImageLabel* mImageLabel = NULL;
switch (strNodes.size()) {
case 1:
if(strNodes[0] == "image"){
Imagelabels.push_back(*mImageLabel);
delete mImageLabel;
}
break;
case 2:
if(strNodes[0] == "image"){
mImageLabel = new ImageLabel();
mImageLabel->imagePath = ParentPath + split(strNodes[1], "=")[1];
// std::cout << mImageLabel->imagePath << std::endl;
// cv::Mat Image = cv::imread(mImageLabel->imagePath);
// cv::imshow("Image", Image);
// cv::waitKey(0);
}
break;
case 5:
if(strNodes[0] == "box"){
mImageLabel->faceBox[0] = atoi(split(strNodes[1], "=")[1].data());
mImageLabel->faceBox[1] = atoi(split(strNodes[2], "=")[1].data());
mImageLabel->faceBox[2] = atoi(split(strNodes[3], "=")[1].data());
mImageLabel->faceBox[3] = atoi(split(strNodes[4], "=")[1].data());
}
break;
case 4:
if(strNodes[0] == "part"){
int index = atoi(split(strNodes[1], "=")[1].data());
mImageLabel->landmarkPos[index] = atoi(split(strNodes[2], "=")[1].data());
mImageLabel->landmarkPos[index+LandmarkPointsNum] = atoi(split(strNodes[3], "=")[1].data());
}
break;
default:
break;
}
}
LabelsFile.close();
}
以上就是本文的全部內(nèi)容,希望對大家的學(xué)習(xí)有所幫助,也希望大家多多支持我們。
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