@H_404_1@
@H_404_1@ 1. XML、YAML文件的打开和关闭
XML\YAML文件在OpenCV中的数据结构为FileStorage,打开操作例如:
string filename = "I.xml";
FileStorage fs(filename,FileStorage::WRITE);
\\...
fs.open(filename,FileStorage::READ);
文件关闭操作会在FileStorage结构销毁时自动进行,但也可调用如下函数实现
fs.release();
2.文本和数字的输入和输出
写入文件使用 << 运算符,例如:
fs << "iterationNr" << 100;
读取文件,使用 >> 运算符,例如
int itNr;
fs["iterationNr"] >> itNr;
itNr = (int) fs["iterationNr"];
3. OpenCV数据结构的输入和输出,和基本的C++形式相同
Mat R = Mat_<uchar >::eye (3,3),T = Mat_<double>::zeros(3,1);
fs << "R" << R; // Write cv::Mat
fs << "T" << T;
fs["R"] >> R; // Read cv::Mat
fs["T"] >> T;
4. vector(arrays) 和 maps的输入和输出
vector要注意在第一个元素前加上“[”,在最后一个元素前加上"]"。例如:
fs << "strings" << "["; // text - string sequence
fs << "image1.jpg" << "Awesomeness" << "baboon.jpg";
fs << "]"; // close sequence
对于map结构的操作使用的符号是"{"和"}",例如:
fs << "Mapping"; // text - mapping
fs << "{" << "One" << 1;
fs << "Two" << 2 << "}";
读取这些结构的时候,会用到FileNode和FileNodeIterator数据结构。对FileStorage类的[]操作符会返回FileNode数据类型,对于一连串的node,可以使用FileNodeIterator结构,例如:
FileNode n = fs["strings"]; // Read string sequence - Get node
if (n.type() != FileNode::SEQ)
{
cerr << "strings is not a sequence! FAIL" << endl;
return 1;
}
FileNodeIterator it = n.begin(),it_end = n.end(); // Go through the node
for (; it != it_end; ++it)
cout << (string)*it << endl;
5. 读写自己的数据结构
这部分比较复杂,参考最后的实例中的MyData结构自己领悟吧
最后,我这里上一个实例,供大家参考。
源文件里填入如下代码:
#include <opencv2/core/core.hpp>
#include <iostream>
#include <string>
using namespace cv;
using namespace std;
void help(char** av)
{
cout << endl
<< av[0] << " shows the usage of the OpenCV serialization functionality." << endl
<< "usage: " << endl
<< av[0] << " outputfile.yml.gz" << endl
<< "The output file may be either XML (xml) or YAML (yml/yaml). You can even compress it by "
<< "specifying this in its extension like xml.gz yaml.gz etc... " << endl
<< "With FileStorage you can serialize objects in OpenCV by using the << and >> operators" << endl
<< "For example: - create a class and have it serialized" << endl
<< " - use it to read and write matrices." << endl;
}
class MyData
{
public:
MyData() : A(0),X(0),id()
{}
explicit MyData(int) : A(97),X(CV_PI),id("mydata1234") // explicit to avoid implicit conversion
{}
void write(FileStorage& fs) const //Write serialization for this class
{
fs << "{" << "A" << A << "X" << X << "id" << id << "}";
}
void read(const FileNode& node) //Read serialization for this class
{
A = (int)node["A"];
X = (double)node["X"];
id = (string)node["id"];
}
public: // Data Members
int A;
double X;
string id;
};
//These write and read functions must be defined for the serialization in FileStorage to work
void write(FileStorage& fs,const std::string&,const MyData& x)
{
x.write(fs);
}
void read(const FileNode& node,MyData& x,const MyData& default_value = MyData()){
if(node.empty())
x = default_value;
else
x.read(node);
}
// This function will print our custom class to the console
ostream& operator<<(ostream& out,const MyData& m)
{
out << "{ id = " << m.id << ",";
out << "X = " << m.X << ",";
out << "A = " << m.A << "}";
return out;
}
int main(int ac,char** av)
{
if (ac != 2)
{
help(av);
return 1;
}
string filename = av[1];
{ //write
Mat R = Mat_<uchar>::eye(3,1);
MyData m(1);
FileStorage fs(filename,FileStorage::WRITE);
fs << "iterationNr" << 100;
fs << "strings" << "["; // text - string sequence
fs << "image1.jpg" << "Awesomeness" << "baboon.jpg";
fs << "]"; // close sequence
fs << "Mapping"; // text - mapping
fs << "{" << "One" << 1;
fs << "Two" << 2 << "}";
fs << "R" << R; // cv::Mat
fs << "T" << T;
fs << "MyData" << m; // your own data structures
fs.release(); // explicit close
cout << "Write Done." << endl;
}
{//read
cout << endl << "Reading: " << endl;
FileStorage fs;
fs.open(filename,FileStorage::READ);
int itNr;
//fs["iterationNr"] >> itNr;
itNr = (int) fs["iterationNr"];
cout << itNr;
if (!fs.isOpened())
{
cerr << "Failed to open " << filename << endl;
help(av);
return 1;
}
FileNode n = fs["strings"]; // Read string sequence - Get node
if (n.type() != FileNode::SEQ)
{
cerr << "strings is not a sequence! FAIL" << endl;
return 1;
}
FileNodeIterator it = n.begin(),it_end = n.end(); // Go through the node
for (; it != it_end; ++it)
cout << (string)*it << endl;
n = fs["Mapping"]; // Read mappings from a sequence
cout << "Two " << (int)(n["Two"]) << "; ";
cout << "One " << (int)(n["One"]) << endl << endl;
MyData m;
Mat R,T;
fs["R"] >> R; // Read cv::Mat
fs["T"] >> T;
fs["MyData"] >> m; // Read your own structure_
cout << endl
<< "R = " << R << endl;
cout << "T = " << T << endl << endl;
cout << "MyData = " << endl << m << endl << endl;
//Show default behavior for non existing nodes
cout << "Attempt to read NonExisting (should initialize the data structure with its default).";
fs["NonExisting"] >> m;
cout << endl << "NonExisting = " << endl << m << endl;
}
cout << endl
<< "Tip: Open up " << filename << " with a text editor to see the serialized data." << endl;
return 0;
}
编译后,在命令行进入到文件目录,执行test test.xml,运行结果如下,生成一个test . xml文件,内容如下:
<?xml version="1.0" ?>
- <opencv_storage>
<iterationNr>100</iterationNr>
<strings>image1.jpg Awesomeness baboon.jpg</strings>
- <Mapping>
<One>1</One>
<Two>2</Two>
</Mapping>
- <R type_id="opencv-matrix">
<rows>3</rows>
<cols>3</cols>
<dt>u</dt>
<data>1 0 0 0 1 0 0 0 1</data>
</R>
- <T type_id="opencv-matrix">
<rows>3</rows>
<cols>1</cols>
<dt>d</dt>
<data>0. 0. 0.</data>
</T>
- <MyData>
<A>97</A>
<X>3.1415926535897931e+000</X>
<id>mydata1234</id>
</MyData>
</opencv_storage>
XML\YAML文件在OpenCV中的数据结构为FileStorage,打开操作例如:
string filename = "I.xml"; FileStorage fs(filename,FileStorage::WRITE); \\... fs.open(filename,FileStorage::READ);
文件关闭操作会在FileStorage结构销毁时自动进行,但也可调用如下函数实现
fs.release();
2.文本和数字的输入和输出
写入文件使用 << 运算符,例如:
fs << "iterationNr" << 100;
读取文件,使用 >> 运算符,例如
int itNr; fs["iterationNr"] >> itNr; itNr = (int) fs["iterationNr"];3. OpenCV数据结构的输入和输出,和基本的C++形式相同
Mat R = Mat_<uchar >::eye (3,3),T = Mat_<double>::zeros(3,1); fs << "R" << R; // Write cv::Mat fs << "T" << T; fs["R"] >> R; // Read cv::Mat fs["T"] >> T;
4. vector(arrays) 和 maps的输入和输出
vector要注意在第一个元素前加上“[”,在最后一个元素前加上"]"。例如:
fs << "strings" << "["; // text - string sequence fs << "image1.jpg" << "Awesomeness" << "baboon.jpg"; fs << "]"; // close sequence
对于map结构的操作使用的符号是"{"和"}",例如:
fs << "Mapping"; // text - mapping fs << "{" << "One" << 1; fs << "Two" << 2 << "}";
读取这些结构的时候,会用到FileNode和FileNodeIterator数据结构。对FileStorage类的[]操作符会返回FileNode数据类型,对于一连串的node,可以使用FileNodeIterator结构,例如:
FileNode n = fs["strings"]; // Read string sequence - Get node if (n.type() != FileNode::SEQ) { cerr << "strings is not a sequence! FAIL" << endl; return 1; } FileNodeIterator it = n.begin(),it_end = n.end(); // Go through the node for (; it != it_end; ++it) cout << (string)*it << endl;
5. 读写自己的数据结构
这部分比较复杂,参考最后的实例中的MyData结构自己领悟吧
最后,我这里上一个实例,供大家参考。
源文件里填入如下代码:
#include <opencv2/core/core.hpp> #include <iostream> #include <string> using namespace cv; using namespace std; void help(char** av) { cout << endl << av[0] << " shows the usage of the OpenCV serialization functionality." << endl << "usage: " << endl << av[0] << " outputfile.yml.gz" << endl << "The output file may be either XML (xml) or YAML (yml/yaml). You can even compress it by " << "specifying this in its extension like xml.gz yaml.gz etc... " << endl << "With FileStorage you can serialize objects in OpenCV by using the << and >> operators" << endl << "For example: - create a class and have it serialized" << endl << " - use it to read and write matrices." << endl; } class MyData { public: MyData() : A(0),X(0),id() {} explicit MyData(int) : A(97),X(CV_PI),id("mydata1234") // explicit to avoid implicit conversion {} void write(FileStorage& fs) const //Write serialization for this class { fs << "{" << "A" << A << "X" << X << "id" << id << "}"; } void read(const FileNode& node) //Read serialization for this class { A = (int)node["A"]; X = (double)node["X"]; id = (string)node["id"]; } public: // Data Members int A; double X; string id; }; //These write and read functions must be defined for the serialization in FileStorage to work void write(FileStorage& fs,const std::string&,const MyData& x) { x.write(fs); } void read(const FileNode& node,MyData& x,const MyData& default_value = MyData()){ if(node.empty()) x = default_value; else x.read(node); } // This function will print our custom class to the console ostream& operator<<(ostream& out,const MyData& m) { out << "{ id = " << m.id << ","; out << "X = " << m.X << ","; out << "A = " << m.A << "}"; return out; } int main(int ac,char** av) { if (ac != 2) { help(av); return 1; } string filename = av[1]; { //write Mat R = Mat_<uchar>::eye(3,1); MyData m(1); FileStorage fs(filename,FileStorage::WRITE); fs << "iterationNr" << 100; fs << "strings" << "["; // text - string sequence fs << "image1.jpg" << "Awesomeness" << "baboon.jpg"; fs << "]"; // close sequence fs << "Mapping"; // text - mapping fs << "{" << "One" << 1; fs << "Two" << 2 << "}"; fs << "R" << R; // cv::Mat fs << "T" << T; fs << "MyData" << m; // your own data structures fs.release(); // explicit close cout << "Write Done." << endl; } {//read cout << endl << "Reading: " << endl; FileStorage fs; fs.open(filename,FileStorage::READ); int itNr; //fs["iterationNr"] >> itNr; itNr = (int) fs["iterationNr"]; cout << itNr; if (!fs.isOpened()) { cerr << "Failed to open " << filename << endl; help(av); return 1; } FileNode n = fs["strings"]; // Read string sequence - Get node if (n.type() != FileNode::SEQ) { cerr << "strings is not a sequence! FAIL" << endl; return 1; } FileNodeIterator it = n.begin(),it_end = n.end(); // Go through the node for (; it != it_end; ++it) cout << (string)*it << endl; n = fs["Mapping"]; // Read mappings from a sequence cout << "Two " << (int)(n["Two"]) << "; "; cout << "One " << (int)(n["One"]) << endl << endl; MyData m; Mat R,T; fs["R"] >> R; // Read cv::Mat fs["T"] >> T; fs["MyData"] >> m; // Read your own structure_ cout << endl << "R = " << R << endl; cout << "T = " << T << endl << endl; cout << "MyData = " << endl << m << endl << endl; //Show default behavior for non existing nodes cout << "Attempt to read NonExisting (should initialize the data structure with its default)."; fs["NonExisting"] >> m; cout << endl << "NonExisting = " << endl << m << endl; } cout << endl << "Tip: Open up " << filename << " with a text editor to see the serialized data." << endl; return 0; }
编译后,在命令行进入到文件目录,执行test test.xml,运行结果如下,生成一个test . xml文件,内容如下:
<?xml version="1.0" ?> - <opencv_storage> <iterationNr>100</iterationNr> <strings>image1.jpg Awesomeness baboon.jpg</strings> - <Mapping> <One>1</One> <Two>2</Two> </Mapping> - <R type_id="opencv-matrix"> <rows>3</rows> <cols>3</cols> <dt>u</dt> <data>1 0 0 0 1 0 0 0 1</data> </R> - <T type_id="opencv-matrix"> <rows>3</rows> <cols>1</cols> <dt>d</dt> <data>0. 0. 0.</data> </T> - <MyData> <A>97</A> <X>3.1415926535897931e+000</X> <id>mydata1234</id> </MyData> </opencv_storage>