#include?“stdafx.h“
#include?
#include?
#include?
#include?
#include?
#include?
#include?
#include?
#include?

using?namespace?cv;
using?namespace?std;


#define?HORIZONTAL????1
#define?VERTICAL????0

CvANN_MLP??ann;

const?char?strCharacters[]?=?{?‘0‘‘1‘‘2‘‘3‘‘4‘‘5‘\
‘6‘‘7‘‘8‘‘9‘};
const?int?numCharacter?=?10;?

const?int?numNeurons?=?40;
const?int?predictSize?=?10;


void?generateRandom（int?n?int?test_num?int?min?int?max?vector*mark_samples）
{
	int?range?=?max?-?min;
	int?index?=?rand（）?%?range?+?min;
	if?（mark_samples->at（index）?==?0）
	{
		mark_samples->at（index）?=?1;
		n++;
	}

	if?（n?		generateRandom（n?test_num?min?max?mark_samples）;

}


vector?getFiles（const?string?&folder
	const?bool?all?/*?=?true?*/）?{
	vector?files;
	list?subfolders;
	subfolders.push_back（folder）;

	while?（!subfolders.empty（））?{
		string?current_folder（subfolders.back（））;

		if?（*（current_folder.end（）?-?1）?!=?‘/‘）?{
			current_folder.append（“/*“）;
		}
		else?{
			current_folder.append（“*“）;
		}

		subfolders.pop_back（）;

		struct?_finddata_t?file_info;
		long?file_handler?=?_findfirst（current_folder.c_str（）?&file_info）;

		while?（file_handler?!=?-1）?{
			if?（all?&&
				（!strcmp（file_info.name?“.“）?||?!strcmp（file_info.name?“..“）））?{
				if?（_findnext（file_handler?&file_info）?!=?0）?break;
				continue;
			}

			if?（file_info.attrib?&?_A_SUBDIR）?{
				//?it‘s?a?sub?folder
				if?（all）?{
					//?will?search?sub?folder
					string?folder（current_folder）;
					folder.pop_back（）;
					folder.append（file_info.name）;

					subfolders.push_back（folder.c_str（））;
				}
			}
			else?{
				//?it‘s?a?file
				string?file_path;
				//?current_folder.pop_back（）;
				file_path.assign（current_folder.c_str（））.pop_back（）;
				file_path.append（file_info.name）;

				files.push_back（file_path）;
			}

			if?（_findnext（file_handler?&file_info）?!=?0）?break;
		}??//?while
		_findclose（file_handler）;
	}

	return?files;
}

void?AppendText（string?filename?string?text）
{
	fstream?ftxt;
	ftxt.open（filename?ios::out?|?ios::app）;
	if?（ftxt.fail（））
	{
		cout?<		getchar（）;
	}
	ftxt?<	ftxt.close（）;
}

//?！獲取垂直和水平方向直方圖
Mat?ProjectedHistogram（Mat?img?int?t）
{
	int?sz?=?（t）???img.rows?:?img.cols;
	Mat?mhist?=?Mat::zeros（1?sz?CV_32F）;

	for?（int?j?=?0;?j		Mat?data?=?（t）???img.row（j）?:?img.col（j）;
		mhist.at（j）?=?countNonZero（data）;	//統計這一行或一列中，非零元素的個數，并保存到mhist中
	}

	//Normalize?histogram
	double?min?max;
	minMaxLoc（mhist?&min?&max）;

	if?（max>0）
		mhist.convertTo（mhist?-1?1.0f?/?max?0）;//用mhist直方圖中的最大值，歸一化直方圖

	return?mhist;
}

Mat?features（Mat?in?int?sizeData）
{
	//Histogram?features
	
	Mat?vhist?=?ProjectedHistogram（in?VERTICAL）;
	Mat?hhist?=?Projected

?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????目錄???????????0??2015-06-18?16:13??evalueOCR\
?????目錄???????????0??2015-06-15?20:00??evalueOCR\.vs\
?????目錄???????????0??2015-06-15?20:00??evalueOCR\.vs\evalueOCR\
?????目錄???????????0??2015-06-15?20:00??evalueOCR\.vs\evalueOCR\v14\
?????文件???????34304??2015-06-18?16:13??evalueOCR\.vs\evalueOCR\v14\.suo
?????目錄???????????0??2015-06-16?18:30??evalueOCR\Debug\
?????文件??????186368??2015-06-18?09:29??evalueOCR\Debug\evalueOCR.exe
?????文件?????2708044??2015-06-18?09:29??evalueOCR\Debug\evalueOCR.ilk
?????文件?????4624384??2015-06-18?09:29??evalueOCR\Debug\evalueOCR.pdb
?????目錄???????????0??2015-06-18?16:05??evalueOCR\evalueOCR\
?????目錄???????????0??2015-06-18?09:29??evalueOCR\evalueOCR\Debug\
?????文件???????30528??2015-06-18?09:29??evalueOCR\evalueOCR\Debug\CL.read.1.tlog
?????文件????????1284??2015-06-18?09:29??evalueOCR\evalueOCR\Debug\CL.write.1.tlog
?????文件????????1950??2015-06-18?09:29??evalueOCR\evalueOCR\Debug\cl.command.1.tlog
?????文件?????????406??2015-06-15?21:03??evalueOCR\evalueOCR\Debug\evalueOCR.exe.embed.manifest
?????文件?????????472??2015-06-15?21:03??evalueOCR\evalueOCR\Debug\evalueOCR.exe.embed.manifest.res
?????文件?????????381??2015-06-18?09:29??evalueOCR\evalueOCR\Debug\evalueOCR.exe.intermediate.manifest
?????文件??????????91??2015-06-18?09:29??evalueOCR\evalueOCR\Debug\evalueOCR.lastbuildstate
?????文件????????3197??2015-06-18?09:29??evalueOCR\evalueOCR\Debug\evalueOCR.log
?????文件??????819875??2015-06-18?09:29??evalueOCR\evalueOCR\Debug\evalueOCR.obj
?????文件?????1179648??2015-06-15?21:03??evalueOCR\evalueOCR\Debug\evalueOCR.pch
?????目錄???????????0??2015-06-15?20:35??evalueOCR\evalueOCR\Debug\evalueOCR.tlog\
?????文件???????39556??2015-06-15?20:35??evalueOCR\evalueOCR\Debug\evalueOCR.tlog\CL.read.1.tlog
?????文件????????1648??2015-06-15?20:35??evalueOCR\evalueOCR\Debug\evalueOCR.tlog\CL.write.1.tlog
?????文件????????1910??2015-06-15?20:35??evalueOCR\evalueOCR\Debug\evalueOCR.tlog\cl.command.1.tlog
?????文件?????????197??2015-06-15?20:35??evalueOCR\evalueOCR\Debug\evalueOCR.tlog\evalueOCR.lastbuildstate
?????文件????????3224??2015-06-15?20:35??evalueOCR\evalueOCR\Debug\evalueOCR.tlog\link.command.1.tlog
?????文件????????7196??2015-06-15?20:35??evalueOCR\evalueOCR\Debug\evalueOCR.tlog\link.read.1.tlog
?????文件?????????886??2015-06-15?20:35??evalueOCR\evalueOCR\Debug\evalueOCR.tlog\link.write.1.tlog
?????文件?????????208??2015-06-15?21:03??evalueOCR\evalueOCR\Debug\evalueOCR_manifest.rc
?????文件???????????2??2015-06-18?09:29??evalueOCR\evalueOCR\Debug\link-cvtres.read.1.tlog
............此處省略4671個文件信息