cameracalibrator.cc

this is software for visual SLAM

// Copyright 2008 Isis Innovation Limited
#include "OpenGL.h"
#include <gvars3/instances.h>
#include "CameraCalibrator.h"
#include <TooN/SVD.h>
#include <fstream>

using namespace CVD;
using namespace std;
using namespace GVars3;

int main()
{
  cout << "  Welcome to CameraCalibrator " << endl;
  cout << "  -------------------------------------- " << endl;
  cout << "  Parallel tracking and mapping for Small AR workspaces" << endl;
  cout << "  Copyright (C) Isis Innovation Limited 2008 " << endl;
  cout << endl;  
  cout << "  Parsing calibrator_settings.cfg ...." << endl;
  
  GUI.LoadFile("calibrator_settings.cfg");

  GUI.StartParserThread();
  atexit(GUI.StopParserThread); // Clean up readline when program quits
  
  GV3::get<Vector<NUMTRACKERCAMPARAMETERS> >("Camera.Parameters", ATANCamera::mvDefaultParams, SILENT);

  try
    {
      CameraCalibrator c;
      c.Run();
    }
  catch(CVD::Exceptions::All e)
    {
      cout << endl;
      cout << "!! Failed to run CameraCalibrator; got exception. " << endl;
      cout << "   Exception was: " << endl;
      cout << e.what << endl;
    }
}



CameraCalibrator::CameraCalibrator()
  :mGLWindow(mVideoSource.Size(), "Camera Calibrator"), mCamera("Camera")
{
  mbDone = false;
  GUI.RegisterCommand("CameraCalibrator.GrabNextFrame", GUICommandCallBack, this);
  GUI.RegisterCommand("CameraCalibrator.Reset", GUICommandCallBack, this);
  GUI.RegisterCommand("CameraCalibrator.ShowNext", GUICommandCallBack, this);
  GUI.RegisterCommand("CameraCalibrator.SaveCalib", GUICommandCallBack, this);
  GUI.RegisterCommand("quit", GUICommandCallBack, this);
  GUI.RegisterCommand("exit", GUICommandCallBack, this);
  GV3::Register(mgvnOptimizing, "CameraCalibrator.Optimize", 0, SILENT);
  GV3::Register(mgvnShowImage, "CameraCalibrator.Show", 0, SILENT);
  GUI.ParseLine("GLWindow.AddMenu CalibMenu");
  GUI.ParseLine("CalibMenu.AddMenuButton Live GrabFrame CameraCalibrator.GrabNextFrame");
  GUI.ParseLine("CalibMenu.AddMenuButton Live Reset CameraCalibrator.Reset");
  GUI.ParseLine("CalibMenu.AddMenuButton Live Optimize \"CameraCalibrator.Optimize=1\"");
  GUI.ParseLine("CalibMenu.AddMenuSlider Opti \"Show Img\" CameraCalibrator.Show 0 10");
  GUI.ParseLine("CalibMenu.AddMenuButton Opti \"Show Next\" CameraCalibrator.ShowNext");
  GUI.ParseLine("CalibMenu.AddMenuButton Opti \"Grab More\" CameraCalibrator.Optimize=0 ");
  GUI.ParseLine("CalibMenu.AddMenuButton Opti Reset CameraCalibrator.Reset");
  GUI.ParseLine("CalibMenu.AddMenuButton Opti Save CameraCalibrator.SaveCalib");
  Reset();
}

void CameraCalibrator::Run()
{
  while(!mbDone)
    {
      // We use two versions of each video frame:
      // One black and white (for processing by the tracker etc)
      // and one RGB, for drawing.
      
      Image<Rgb<byte> > imFrameRGB(mVideoSource.Size());
      Image<byte>  imFrameBW(mVideoSource.Size());
      
      // Grab new video frame...
      mVideoSource.GetAndFillFrameBWandRGB(imFrameBW, imFrameRGB);  
      
      // Set up openGL
      mGLWindow.SetupViewport();
      mGLWindow.SetupVideoOrtho();
      mGLWindow.SetupVideoRasterPosAndZoom();
      
      if(mvCalibImgs.size() < 1)
	*mgvnOptimizing = 0;
      
      if(!*mgvnOptimizing)
	{
	  GUI.ParseLine("CalibMenu.ShowMenu Live");
	  glDrawPixels(imFrameBW);
	  
	  CalibImage c;
	  if(c.MakeFromImage(imFrameBW))
	    {
	      if(mbGrabNextFrame)
		{
		  mvCalibImgs.push_back(c);
		  mvCalibImgs.back().GuessInitialPose(mCamera);
		  mvCalibImgs.back().Draw3DGrid(mCamera);
		  mbGrabNextFrame = false;
		};
	    }
	}
      else
	{
	  OptimizeOneStep();
      
	  GUI.ParseLine("CalibMenu.ShowMenu Opti");
	  int nToShow = *mgvnShowImage - 1;
	  if(nToShow < 0)
	    nToShow = 0;
	  if(nToShow >= (int) mvCalibImgs.size())
	    nToShow = mvCalibImgs.size()-1;
	  *mgvnShowImage = nToShow + 1;
      
	  glDrawPixels(mvCalibImgs[nToShow].mim);
	  mvCalibImgs[nToShow].Draw3DGrid(mCamera);
	}
      
      ostringstream ost;
      ost << "Camera Calibration: Grabbed " << mvCalibImgs.size() << " images." << endl;
      if(!*mgvnOptimizing)
	{
	  ost << "Take snapshots of the calib grid with the \"GrabFrame\" button," << endl;
	  ost << "and then press \"Optimize\"." << endl;
	  ost << "Take enough shots (4+) at different angles to get points " << endl;
	  ost << "into all parts of the image (corners too.) The whole grid " << endl;
	  ost << "doesn't need to be visible so feel free to zoom in." << endl;
	}
      else
	{
	  ost << "Current RMS pixel error is " << mdMeanPixelError << endl;
	  ost << "Current camera params are  " << GV3::get_var("Camera.Parameters") << endl;
	  ost << "Check fit by looking through the grabbed images." << endl;
	  ost << "RMS should go below 0.5, typically below 0.3 for a wide lens." << endl;
	  ost << "Press \"save\" to save calibration to camera.cfg file and exit." << endl;
	}

      mGLWindow.DrawCaption(ost.str());
      mGLWindow.DrawMenus();
      mGLWindow.HandlePendingEvents();
      mGLWindow.swap_buffers();
    }
}

void CameraCalibrator::Reset()
{
  *mCamera.mgvvCameraParams = ATANCamera::mvDefaultParams;
  mCamera.SetImageSize(mVideoSource.Size());
  mbGrabNextFrame =false;
  *mgvnOptimizing = false;
  mvCalibImgs.clear();
}

void CameraCalibrator::GUICommandCallBack(void* ptr, string sCommand, string sParams)
{
  ((CameraCalibrator*) ptr)->GUICommandHandler(sCommand, sParams);
}

void CameraCalibrator::GUICommandHandler(string sCommand, string sParams)  // Called by the callback func..
{
  if(sCommand=="CameraCalibrator.Reset")
    {
      Reset();
      return;
    };
  if(sCommand=="CameraCalibrator.GrabNextFrame")
    {
      mbGrabNextFrame = true;
      return;
    }
  if(sCommand=="CameraCalibrator.ShowNext")
    {
      int nToShow = (*mgvnShowImage - 1 + 1) % mvCalibImgs.size();
      *mgvnShowImage = nToShow + 1;
      return;
    }
  if(sCommand=="CameraCalibrator.SaveCalib")
    {
      cout << "  Camera calib is " << GV3::get_var("Camera.Parameters") << endl;
      cout << "  Saving camera calib to camera.cfg..." << endl;
      ofstream ofs("camera.cfg");
      if(ofs.good())
	{
	  GV2.PrintVar("Camera.Parameters", ofs);
	  ofs.close();
	  cout << "  .. saved."<< endl;
	}
      else
	{
	  cout <<"! Could not open camera.cfg for writing." << endl;
	  GV2.PrintVar("Camera.Parameters", cout);
	  cout <<"  Copy-paste above line to settings.cfg or camera.cfg! " << endl;
	}
      mbDone = true;
    }
  if(sCommand=="exit" || sCommand=="quit")
    {
      mbDone = true;
    }
}

void CameraCalibrator::OptimizeOneStep()
{
  int nViews = mvCalibImgs.size();
  int nDim = 6 * nViews + NUMTRACKERCAMPARAMETERS;
  int nCamParamBase = nDim - NUMTRACKERCAMPARAMETERS;
  
  Matrix<> mJTJ(nDim, nDim);
  Vector<> vJTe(nDim);
  Zero(mJTJ);
  Zero(vJTe);
  
  double dSumSquaredError = 0.0;
  int nTotalMeas = 0;
  
  for(int n=0; n<nViews; n++)
    {
      int nMotionBase = n*6;
      vector<CalibImage::ErrorAndJacobians> vEAJ = mvCalibImgs[n].Project(mCamera);
      for(unsigned int i=0; i<vEAJ.size(); i++)
	{
	  CalibImage::ErrorAndJacobians &EAJ = vEAJ[i];
	  // All the below should be +=, but the MSVC compiler doesn't seem to understand that. :(
      mJTJ.slice(nMotionBase, nMotionBase, 6, 6) = 
      mJTJ.slice(nMotionBase, nMotionBase, 6, 6) + EAJ.m26PoseJac.T() * EAJ.m26PoseJac;
      mJTJ.slice(nCamParamBase, nCamParamBase, NUMTRACKERCAMPARAMETERS, NUMTRACKERCAMPARAMETERS) = 
      mJTJ.slice(nCamParamBase, nCamParamBase, NUMTRACKERCAMPARAMETERS, NUMTRACKERCAMPARAMETERS) + EAJ.m2NCameraJac.T() * EAJ.m2NCameraJac;
      mJTJ.slice(nMotionBase, nCamParamBase, 6, NUMTRACKERCAMPARAMETERS) =
      mJTJ.slice(nMotionBase, nCamParamBase, 6, NUMTRACKERCAMPARAMETERS) + EAJ.m26PoseJac.T() * EAJ.m2NCameraJac;
      mJTJ.T().slice(nMotionBase, nCamParamBase, 6, NUMTRACKERCAMPARAMETERS) = 
      mJTJ.T().slice(nMotionBase, nCamParamBase, 6, NUMTRACKERCAMPARAMETERS) + EAJ.m26PoseJac.T() * EAJ.m2NCameraJac;
      // Above does twice the work it needs to, but who cares..

      vJTe.slice(nMotionBase,6) = 
      vJTe.slice(nMotionBase,6) + EAJ.m26PoseJac.T() * EAJ.v2Error;
      vJTe.slice(nCamParamBase,NUMTRACKERCAMPARAMETERS) = 
      vJTe.slice(nCamParamBase,NUMTRACKERCAMPARAMETERS) + EAJ.m2NCameraJac.T() * EAJ.v2Error;

	  dSumSquaredError += EAJ.v2Error * EAJ.v2Error;
	  ++nTotalMeas;
	}
    };
  
  mdMeanPixelError = sqrt(dSumSquaredError / nTotalMeas);


  SVD<> svd(mJTJ);
  Vector<> vUpdate(nDim);
  vUpdate= svd.backsub(vJTe);
  vUpdate *= 0.1; // Slow down because highly nonlinear...
  for(int n=0; n<nViews; n++)
    mvCalibImgs[n].mse3CamFromWorld = SE3::exp(vUpdate.slice(n * 6, 6)) * mvCalibImgs[n].mse3CamFromWorld;
  mCamera.UpdateParams(vUpdate.slice(nCamParamBase, NUMTRACKERCAMPARAMETERS));
};