boostinglbp.cpp

这是一个实现Adaboost算法的程序

// BoostingLbp.cpp : Defines the entry point for the console application.

#include "stdafx.h"
#include "define.h"
#include "BoostingLbp.h"
#include "Boosting.h"
#include "HarrFeature.h"

#ifdef _DEBUG
#define new DEBUG_NEW
#undef THIS_FILE
static char THIS_FILE[] = __FILE__;
#endif

/////////////////////////////////////////////////////////////////////////////
// The one and only application object
CWinApp theApp;

using namespace std;

int main(int argc, TCHAR* argv[], TCHAR* envp[])
{
	int nRetCode = 0;
	// initialize MFC and print and error on failure
	if (!AfxWinInit(::GetModuleHandle(NULL), NULL, ::GetCommandLine(), 0))
	{
		// TODO: change error code to suit your needs
		cerr << _T("Fatal Error: MFC initialization failed") << endl;
		nRetCode = 1;
	}
	else
	{
		// TODO: code your application's behavior here.
		CString strHello;
		strHello.LoadString(IDS_HELLO);
		cout << (LPCTSTR)strHello << endl;
		/************************************************************************/
		/* LPCTSTR   A 32-bit pointer to a constant character string that is portable for Unicode and DBCS.                                                                     */
		/************************************************************************/
	}

	//Compute and save features for all the images in the training set.
	HarrFeature myFeature;
	myFeature.SaveAllFeatures(SAVEPATH+"eye.trd", SAVEPATH+"eyeFea", true);
	myFeature.SaveAllFeatures(SAVEPATH+"noneye.trd", SAVEPATH+"noneyeFea", false);
//	myFeature.ReOrderFeatures(SAVEPATH+"nonfaceFea0", SAVEPATH+"nonfaceFea");

	myFeature.GetFeatureNum(SAVEPATH+"eyeFea", true);
	myFeature.GetFeatureNum(SAVEPATH+"noneyeFea", false);

	//Begin to AdaBoost
	Boosting MyBoost(myFeature.GetFaceImageNum(), myFeature.GetNonfaceImageNum());
	MyBoost.Init(SAVEPATH+"eyeFea", SAVEPATH+"noneyeFea");
	MyBoost.TrainCascade();

	return nRetCode;
}