年前,放假回家之前,使用了C++与matlab之间的数据的互动的一个实验,感觉效果挺好。初步达到了目的,所以整理下来方便大家使用。减少大家编程学习的时间。
希望对你们有用。

#include "mat.h"

void example8()
{
   const char **fnames; /* pointers to field names */
const mwSize *dims;
mxArray *tmp, *fout;
char *pdata=NULL;
int i_field, nfields;
mxClassID *classIDflags;
mwIndex j_struct;
mwSize NumStructRecords;
mwSize ndim; MATFile *pMF;
mxArray *pRoad, *pOut;
int status;
const char *file = "ContourRoadResults_AfterWidthEtcCorrect_4_ZY.mat"; printf("Opening file %s...\n\n", file);
pMF = matOpen(file, "u");
pRoad=matGetVariable(pMF, "ContourRoadResults"); /* get input arguments */
nfields = mxGetNumberOfFields(pRoad);
NumStructRecords = mxGetNumberOfElements(pRoad);
/* allocate memory for storing classIDflags */
classIDflags = (mxClassID*) mxCalloc(nfields, sizeof(mxClassID)); /* check empty field, proper data type, and data type consistency;
* and get classID for each field. */
for(i_field=0; i_field<nfields; i_field++)
{
for(j_struct = 0; j_struct < NumStructRecords; j_struct++)
{
tmp = mxGetFieldByNumber(pRoad, j_struct, i_field);
if(tmp == NULL)
{
printf("%s%d\t%s%d\n", "FIELD: ", i_field+1, "STRUCT INDEX :", j_struct+1);
//mexErrMsgIdAndTxt( "MATLAB:phonebook:fieldEmpty", "Above field is empty!");
} if(j_struct==0)
{
if( (!mxIsChar(tmp) && !mxIsNumeric(tmp)) || mxIsSparse(tmp)) {
printf("%s%d\t%s%d\n", "FIELD: ", i_field+1, "STRUCT INDEX :", j_struct+1);
// mexErrMsgIdAndTxt( "MATLAB:phonebook:invalidField",
// "Above field must have either string or numeric non-sparse data.");
}
classIDflags[i_field]=mxGetClassID(tmp);
}
else
{
if (mxGetClassID(tmp) != classIDflags[i_field])
{
printf("%s%d\t%s%d\n", "FIELD: ", i_field+1, "STRUCT INDEX :", j_struct+1);
//mexErrMsgIdAndTxt( "MATLAB:phonebook:invalidFieldType",
// "Inconsistent data type in above field!");
} else if(!mxIsChar(tmp) &&
((mxIsComplex(tmp) || mxGetNumberOfElements(tmp)!=1))){
printf("%s%d\t%s%d\n", "FIELD: ", i_field+1, "STRUCT INDEX :", j_struct+1);
//mexErrMsgIdAndTxt( "MATLAB:phonebook:fieldNotRealScalar",
// "Numeric data in above field must be scalar and noncomplex!");
}
}
}
} /* allocate memory for storing pointers */
fnames = (const char **)mxCalloc(nfields, sizeof(*fnames));
/* get field name pointers */
for (i_field=0; i_field< nfields; i_field++){
fnames[i_field] = (char*)mxGetFieldNameByNumber(pRoad,i_field);
} /* create a 1x1 struct matrix for output */
pOut = mxCreateStructMatrix(1,1,nfields, fnames);
mxFree((void *)fnames);
ndim = mxGetNumberOfDimensions(pRoad);
dims = mxGetDimensions(pRoad);
for(i_field=0; i_field<nfields; i_field++) {
/* create cell/numeric array */
if(classIDflags[i_field] == mxCHAR_CLASS) {
fout = mxCreateCellArray(ndim, dims);
}else {
fout = mxCreateNumericArray(ndim, dims, classIDflags[i_field], mxREAL);
pdata = (char*)mxGetData(fout);
}
/* copy data from input structure array */
for (j_struct=0; j_struct<NumStructRecords; j_struct++) {
tmp = mxGetFieldByNumber(pRoad,j_struct,i_field);
if( mxIsChar(tmp)) {
mxSetCell(fout, j_struct, mxDuplicateArray(tmp));
}else {
mwSize sizebuf;
sizebuf = mxGetElementSize(tmp);
memcpy(pdata, mxGetData(tmp), sizebuf);
pdata += sizebuf;
}
}
/* set each field in output structure */
mxSetFieldByNumber(pOut, 0, i_field, fout);
} matPutVariable(pMF, "OutputResult_Convert",pOut);
mxFree(classIDflags);
if (matClose(pMF) != 0) {
printf("Error closing file %s\n",file);
return;
}
printf("Done\n");
return;
}

项目需要进行事先的C++ MEX混合编程的标准配置,再此不再赘述。要提醒的是,需要加入的头文件是#include "mat.h"。另外,具体的其他函数,请参照matlab的 MAT文件的读写的相关内容。

aaarticlea/png;base64,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" alt="" width="863" height="484" />

这个帮助对相关函数说明比较详细,参照相关的demo文件,你就能很快上手。

祝愿能解决你的问题!

matlab与C++以.mat文件方式进行数据相互流动的更多相关文章

  1. Matlab与外部接口:MAT文件基础

    MAT 文件MAT文件是MATLAB使用的一种特有的二进制数据文件.MAT文件可以包含一个或者多个MATLAB 变量.MATLAB通常采用MAT文件把工作空间的变量存储在磁盘里,在MAT文件中不仅保存 ...

  2. MATLAB中批量导入.mat文件(每个文件多变量)

    一.新建MATLAB script(.m文件):readall_mat.m 二.代码如下: function data = readall_mat(path) % READALL_MAT 读取所有文件 ...

  3. MATLAB实例:新建文件夹,保存.mat文件并保存数据到.txt文件中

    MATLAB实例:新建文件夹,保存.mat文件并保存数据到.txt文件中 作者:凯鲁嘎吉 - 博客园 http://www.cnblogs.com/kailugaji/ 用MATLAB实现:指定路径下 ...

  4. SQLLoader1(简单测试,以控制文件方式导入数据)

    1.创建表:SQL> conn scott/tiger@orcl;已连接. SQL> CREATE TABLE EMP2 AS SELECT * FROM EMP WHERE 1=2; 表 ...

  5. 将mat文件中的数据按要求保存到txt文档中(批处理)

    之前有个老朋友,让帮忙将一个mat中的数据重新保存到txt中,由于数据比较多需要用到批处理,之前弄过很多次,但每次一到要用的时候总是忘记怎么写了,现在记录一下,免得后面老是需要上网搜.这里先说一个比较 ...

  6. Visual Studio 控制台应用程序 同时使用OpenCV和matlab mat文件操作

    matalb具有灵活的图像处理,代码编写起来简洁而高效.而OpenCV具有很多成熟的计算机视觉算法,能够处理很多实时的识别处理等问题,而且代码运行起来效率很高.所以如何结合两者之间的优点,是让很多学术 ...

  7. 利用Python读取Matlab的Mat文件内容

    手头有别人写的Matlab程序,其中用到了Mat文件.现在不想安装Matlab,却又想读取Mat文件内容,该怎么办呢? 感谢scipy!!! import scipy.io data = scipy. ...

  8. MAT文件操作

    o李YZo 原文 MAT文件打开方法汇总及其他操作 MAT文件简介 为MATLAB使用的一种特有的二进制数据文件.MAT文件可以包含一个或者多个MATLAB 变量.MATLAB通常采用MAT文件把工作 ...

  9. mat文件读写

    一起来学演化计算-mat文件读写 觉得有用的话,欢迎一起讨论相互学习~Follow Me Matlab读取和保存mat文件数据 在matlab命令行中输入save 变量名a,将a变量保存在新生成的a. ...

随机推荐

  1. django orm 的查询条件

    Django的ORM查询操作: 查询数据库操作是一个非常重要的技术.在Django中,查询一般就是使用filter.exclude.get三个方法来实现,在调用这些方法的时候传递不同的查询条件来实现复 ...

  2. HDU 4667 Building Fence 计算几何 凸包+圆

    1.三角形的所有端点 2.过所有三角形的端点对所有圆做切线,得到所有切点. 3.做任意两圆的外公切线,得到所有切点. 对上述所有点求凸包,标记每个点是三角形上的点还是某个圆上的点. 求完凸包后,因为所 ...

  3. poj 2299 归并排序求逆序数 (可做模板)

    Time Limit: 7000MS   Memory Limit: 65536K Total Submissions: 48077   Accepted: 17533 Description In ...

  4. 哈希UVALive 6326 Contest Hall Preparation

                              Encrypting passwords is one of the most important problems nowadays, and y ...

  5. 201621123034 《Java程序设计》第9周学习总结

    作业09-集合与泛型 1. 本周学习总结 1.1 以你喜欢的方式(思维导图或其他)归纳总结集合与泛型相关内容. 答:Map的HashMap中使用嵌套类static class Node<K,V& ...

  6. 初识MVC框架

    MVC框架 是一个框架模式,它使应用程序的输入.处理和输出分开.它可以使业务逻辑.数据.界面显示分离,使得耦合度大大降低,在这一方面与"三层"思想类似.      M--Model ...

  7. [SDOI2015][bzoj3990] 序列 [搜索]

    题面 传送门 思路 首先,这道题目有一个非常显然(但是我不会严格证明,只能意会一下)的结论:一个合法的操作序列中,任意两个操作是可以互换的 那么,这个结论加上本题极小的数据范围,为什么不搜索一下呢? ...

  8. Windows2008下RDP采用私有CA服务器证书搭建文档

    在中小型公司建立企业根证书颁发机构 (CA) http://www.microsoft.com/china/smb/issues/sgc/articles/build_ent_root_ca.mspx ...

  9. 转:android listview局部刷新和模拟应用下载

    在 android开发中,listview是比较常用的一个组件,在listview的数据需要更新的时候,一般会用 notifyDataSetChanged()这个函数,但是它会更新listview中所 ...

  10. 一种提高Android应用进程存活率新方法

    一.基础知识 1.Android 进程优先级 1.1 进程优先级等级一般分法:- Activte process- Visible Process- Service process- Backgrou ...