checkerboard_calibration.cpp

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// Software License Agreement (BSD License)
// Copyright (c) 2008, Rosen Diankov
// Redistribution and use in source and binary forms, with or without
// modification, are permitted provided that the following conditions are met:
//   * Redistributions of source code must retain the above copyright notice,
//     this list of conditions and the following disclaimer.
//   * Redistributions in binary form must reproduce the above copyright
//     notice, this list of conditions and the following disclaimer in the
//     documentation and/or other materials provided with the distribution.
//   * The name of the author may not be used to endorse or promote products
//     derived from this software without specific prior written permission.
//
// THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
// AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
// IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
// ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE
// LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
// CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
// SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
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// CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
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// POSSIBILITY OF SUCH DAMAGE.
//
// author: Rosen Diankov
#include <cstdio>
#include <vector>
#include <ros/ros.h>
 
#include <boost/thread/mutex.hpp>
 
#include "cv_bridge/cv_bridge.h"
#if ( CV_MAJOR_VERSION >= 4)
#include <opencv2/opencv.hpp>
#include <opencv2/highgui/highgui_c.h>
#include <opencv2/imgproc/types_c.h>
#include <opencv2/imgproc/imgproc_c.h>
#include <opencv2/calib3d/calib3d_c.h>
#undef CV_RGB
#define CV_RGB( r, g, b )  cvScalar( (b), (g), (r), 0 )
#define CvPoint2D32f cv::Point2f
#define CvSize cv::Size
#else
#include "opencv/cv.hpp"
#include "opencv/highgui.h"
#endif
#include "sensor_msgs/image_encodings.h"
#include "sensor_msgs/Image.h"
#include "math.h"
 
#include <sys/timeb.h>    // ftime(), struct timeb
#include <sys/time.h>
 
using namespace std;
using namespace ros;
 
template <typename T>
T SQR(T t) { return t*t; }
 
 
class CheckerboardCalibration
{
public:
    ros::NodeHandle _nh;
    ros::Subscriber _sub, _sub2;
    struct CHECKERBOARD
    {
        CvSize griddims; 
        vector<RaveVector<float> > grid3d;
        vector<CvPoint2D32f> corners;
    };
 
    cv_bridge::CvImagePtr _cvbridge;
    
    int display;
    CHECKERBOARD _checkerboard; // grid points for every checkerboard
    IplImage* frame;
    vector<CvPoint2D32f> _vAllPoints; 
    vector<int> _vNumPointsPerImage;
 
    CvMat *_intrinsic_matrix, *_distortion_coeffs; // intrinsic matrices
    IplImage* _pUndistortionMapX, *_pUndistortionMapY;
    TransformMatrix _tProjection; // project matrix
    bool _bHasCalibration, _bClearData, _bTakeObservation;
 
  CheckerboardCalibration() : frame(NULL), _intrinsic_matrix(NULL), _distortion_coeffs(NULL), _pUndistortionMapX(NULL), _pUndistortionMapY(NULL), _bHasCalibration(false), _bClearData(false), _bTakeObservation(false)
    {
        _nh.param("display",display,1);
 
        int dimx, dimy;
        double fRectSize[2];
        string type;
        
        if( !_nh.getParam("grid_size_x",dimx) ) {
            ROS_ERROR("grid_size_x not defined");
            throw;
        }
        if( !_nh.getParam("grid_size_y",dimy) ) {
            ROS_ERROR("grid_size_y not defined");
            throw;
        }
        if( !_nh.getParam("rect_size_x",fRectSize[0]) ) {
            ROS_ERROR("rect_size_x not defined");
            throw;
        }
        if( !_nh.getParam("rect_size_y",fRectSize[1]) ) {
            ROS_ERROR("rect_size_y not defined");
            throw;
        }
 
        _checkerboard.griddims = cvSize(dimx,dimy);
        _checkerboard.grid3d.resize(dimx*dimy);
        int j=0;
        for(int y=0; y<dimy; ++y)
            for(int x=0; x<dimx; ++x)
                _checkerboard.grid3d[j++] = Vector(x*fRectSize[0], y*fRectSize[1], 0);
 
        if( _intrinsic_matrix == NULL )
            _intrinsic_matrix = cvCreateMat(3,3,CV_32FC1);
        if( _distortion_coeffs == NULL )
            _distortion_coeffs = cvCreateMat(4,1,CV_32FC1);
 
        if( display ) {
            cvNamedWindow("Checkerboard Detector", CV_WINDOW_AUTOSIZE);
            cvSetMouseCallback("Checkerboard Detector", MouseCallback, this);
            cvNamedWindow("Calibration Result", CV_WINDOW_AUTOSIZE);
            cvSetMouseCallback("Calibration Result", MouseCallback, this);
            cvStartWindowThread();
        }
 
        _sub = _nh.subscribe("image", 1, &CheckerboardCalibration::image_cb,this);
        _sub2 = _nh.subscribe("Image", 1, &CheckerboardCalibration::image_cb2,this);
    }
    ~CheckerboardCalibration()
    {
        if( frame )
            cvReleaseImage(&frame);
        if( _intrinsic_matrix )
            cvReleaseMat(&_intrinsic_matrix);
        if( _distortion_coeffs )
            cvReleaseMat(&_distortion_coeffs);
        if( _pUndistortionMapX )
            cvReleaseImage(&_pUndistortionMapX);
        if( _pUndistortionMapY )
            cvReleaseImage(&_pUndistortionMapY);
    }
 
private:
    void image_cb2(const sensor_msgs::ImageConstPtr& image_msg)
    {
        image_cb(image_msg);
    }
    void image_cb(const sensor_msgs::ImageConstPtr& image_msg)
    {
        try {
            _cvbridge = cv_bridge::toCvCopy(image_msg, sensor_msgs::image_encodings::MONO8);
        } catch (cv_bridge::Exception &e) {
            ROS_ERROR("failed to get image");
            return;
        }
 
#if ( CV_MAJOR_VERSION >= 4)
        IplImage imggray = cvIplImage(_cvbridge->image);
#else
        IplImage imggray = _cvbridge->image;
#endif
        IplImage *pimggray = &imggray;
        if( display ) {
            // copy the raw image
            if( frame != NULL && (frame->width != (int)pimggray->width || frame->height != (int)pimggray->height) ) {
                cvReleaseImage(&frame);
                frame = NULL;
            }
            if( frame == NULL ) 
                frame = cvCreateImage(cvSize(pimggray->width,pimggray->height),IPL_DEPTH_8U, 3);
 
            cvCvtColor(pimggray,frame,CV_GRAY2RGB);
        }
 
        int ncorners;
        _checkerboard.corners.resize(_checkerboard.grid3d.size()+64);
#if ( CV_MAJOR_VERSION >= 4)
        int allfound = cv::findChessboardCorners( cv::cvarrToMat(pimggray), _checkerboard.griddims, _checkerboard.corners, CV_CALIB_CB_ADAPTIVE_THRESH );
#else
        int allfound = cvFindChessboardCorners( pimggray, _checkerboard.griddims, &_checkerboard.corners[0],
                                                &ncorners, CV_CALIB_CB_ADAPTIVE_THRESH );
#endif
        _checkerboard.corners.resize(ncorners);        
        
        if(allfound && ncorners == (int)_checkerboard.grid3d.size()) {
        
#if ( CV_MAJOR_VERSION >= 4)
            cornerSubPix(cv::cvarrToMat(pimggray), _checkerboard.corners, cvSize(5,5),cvSize(-1,-1),
                         cvTermCriteria(CV_TERMCRIT_ITER,20,1e-2));
#else
            cvFindCornerSubPix(pimggray, &_checkerboard.corners[0], _checkerboard.corners.size(), cvSize(5,5),cvSize(-1,-1),
                               cvTermCriteria(CV_TERMCRIT_ITER,20,1e-2));
#endif
        }
        else
            _checkerboard.corners.resize(0);
 
        if( _bClearData ) {
            ROS_INFO("clearing current calibration data");
            _vAllPoints.resize(0);
            _vNumPointsPerImage.resize(0);
            _bHasCalibration = false;
            _bClearData = false;
        }
 
        if( _bTakeObservation ) {
            _bTakeObservation = false;
 
            if(allfound && ncorners == (int)_checkerboard.grid3d.size()) {
                
                for(vector<CvPoint2D32f>::iterator it = _checkerboard.corners.begin(); it != _checkerboard.corners.end(); ++it)
                    _vAllPoints.push_back(*it);
                _vNumPointsPerImage.push_back(_checkerboard.corners.size());
                
                ROS_INFO("calibrating");
            
                CvMat object_points, image_points, point_counts;
            
                vector<float> vobject_points;
                vobject_points.reserve(_vNumPointsPerImage.size()*3*_checkerboard.grid3d.size());
                for(size_t j = 0; j < _vNumPointsPerImage.size(); ++j) {
                    for(size_t i = 0; i < _checkerboard.grid3d.size(); ++i) {
                        vobject_points.push_back(_checkerboard.grid3d[i].x);
                        vobject_points.push_back(_checkerboard.grid3d[i].y);
                        vobject_points.push_back(_checkerboard.grid3d[i].z);
                    }
                }
 
                cvInitMatHeader(&object_points, vobject_points.size()/3,3,CV_32FC1, &vobject_points[0]);
                cvInitMatHeader(&image_points, _vAllPoints.size(), 2, CV_32FC1, &_vAllPoints[0]);
                cvInitMatHeader(&point_counts, _vNumPointsPerImage.size(), 1, CV_32SC1, &_vNumPointsPerImage[0]);
                
                CvMat* rotation_vectors = cvCreateMat(_vNumPointsPerImage.size(),3,CV_32FC1);
                CvMat* translation_vectors = cvCreateMat(_vNumPointsPerImage.size(),3,CV_32FC1);
                
#if ( CV_MAJOR_VERSION >= 4)
                // FIX ME need to copy object_points to objectPoint
                std::vector<std::vector<cv::Point3f> > objectPoints;
                std::vector<std::vector<cv::Point2f> > imagePoints;
                std::vector<cv::Mat> rvecs;
                std::vector<cv::Mat> tvecs;
                cv::Mat stdDeviationsIntrinsics, stdDeviationsExtrinsics, perViewErrors;
                cv::calibrateCamera(objectPoints, imagePoints,
                                    cv::Size(frame->width,frame->height),
                                    cv::cvarrToMat(_intrinsic_matrix),
                                    cv::cvarrToMat(_distortion_coeffs),
                                    rvecs, tvecs,
                                    stdDeviationsIntrinsics, stdDeviationsExtrinsics, perViewErrors); //rotation_vectors, translation_vectors,
#else
                cvCalibrateCamera2(&object_points, &image_points,
                                   &point_counts, cvSize(frame->width,frame->height),
                                   _intrinsic_matrix, _distortion_coeffs,
                                   rotation_vectors, translation_vectors, 0);
#endif
 
                double err = 0;
                int off = 0;
                for(size_t i = 0; i < _vNumPointsPerImage.size(); ++i) {
                    CvMat cur_object_points, rotation_vector, translation_vector;
 
                    cvInitMatHeader(&cur_object_points, _vNumPointsPerImage[i],3,CV_32FC1, &vobject_points[0]);
                    cvInitMatHeader(&rotation_vector, 3, 1, CV_32FC1, &rotation_vectors->data.fl[3*i]);
                    cvInitMatHeader(&translation_vector, 3, 1, CV_32FC1, &translation_vectors->data.fl[3*i]);
                    CvMat* new_image_points = cvCreateMat(_vNumPointsPerImage[i], 2, CV_32FC1);
#if ( CV_MAJOR_VERSION >= 4)
                    cv::projectPoints(cv::cvarrToMat(&cur_object_points),
                                      cv::cvarrToMat(&rotation_vector),
                                      cv::cvarrToMat(&translation_vector),
                                      cv::cvarrToMat(&_intrinsic_matrix),
                                      cv::cvarrToMat(&_distortion_coeffs),
                                      cv::cvarrToMat(&new_image_points));
#else
                    cvProjectPoints2(&cur_object_points, &rotation_vector, &translation_vector, _intrinsic_matrix,
                                     _distortion_coeffs, new_image_points);
#endif
 
                    for(int j = 0; j < _vNumPointsPerImage[i]; ++j)
                        err += SQR(new_image_points->data.fl[2*j]-_vAllPoints[off+j].x) + SQR(new_image_points->data.fl[2*j+1]-_vAllPoints[off+j].y);
 
                    cvReleaseMat(&new_image_points);
                    off += _vNumPointsPerImage[i];
                }
                err = sqrt(err/(double)_vAllPoints.size());
 
                ROS_INFO("calibration done, reprojection error = %f", (float)err);
                ROS_INFO("Intrinsic Matrix:");
                for(int i = 0; i < 3; ++i) {
                    ROS_INFO("%15f %15f %15f", _intrinsic_matrix->data.fl[3*i], _intrinsic_matrix->data.fl[3*i+1], _intrinsic_matrix->data.fl[3*i+2]);
                    _tProjection.m[4*i+0] = _intrinsic_matrix->data.fl[3*i+0];
                    _tProjection.m[4*i+1] = _intrinsic_matrix->data.fl[3*i+1];
                    _tProjection.m[4*i+2] = _intrinsic_matrix->data.fl[3*i+2];
                }
                ROS_INFO("distortion: %f %f %f %f", _distortion_coeffs->data.fl[0], _distortion_coeffs->data.fl[1], _distortion_coeffs->data.fl[2], _distortion_coeffs->data.fl[3]);
 
                cvReleaseMat(&rotation_vectors);
                cvReleaseMat(&translation_vectors);
 
                // create undistortion maps
                if( _pUndistortionMapX == NULL )
                    _pUndistortionMapX = cvCreateImage( cvSize(frame->width, frame->height), IPL_DEPTH_32F, 1);
                if( _pUndistortionMapY == NULL )
                    _pUndistortionMapY = cvCreateImage( cvSize(frame->width, frame->height), IPL_DEPTH_32F, 1);
 
#if defined(HAVE_CV_UNDISTORT_RECTIFY_MAP) || ( CV_MAJOR_VERSION >= 4) // for newer opencv versions, *have* to use cvInitUndistortRectifyMap
                float feye[9] = {1,0,0,0,1,0,0,0,1};
                CvMat eye = cvMat(3,3,CV_32FC1, feye);
#if CV_MAJOR_VERSION >= 4
                cv::Size size;
                cv::initUndistortRectifyMap(cv::cvarrToMat(&_intrinsic_matrix),cv::cvarrToMat(&_distortion_coeffs),cv::cvarrToMat(&eye),cv::cvarrToMat(&_intrinsic_matrix),size,CV_32FC1,cv::cvarrToMat(_pUndistortionMapX),cv::cvarrToMat(_pUndistortionMapY));
#else
                cvInitUndistortRectifyMap(_intrinsic_matrix,_distortion_coeffs,&eye,_intrinsic_matrix,_pUndistortionMapX, _pUndistortionMapY);
#endif
#else
                cvInitUndistortMap( _intrinsic_matrix, _distortion_coeffs, _pUndistortionMapX, _pUndistortionMapY );
#endif
                _bHasCalibration = true;
            }
            else
                ROS_WARN("no checkerboard found");
        }
 
        if( display ) {            
            if( _bHasCalibration ) {
                IplImage* frame_undist = cvCloneImage(frame);
                IplImage* pimggray_undist = cvCloneImage(pimggray);
 
                cvRemap( pimggray, pimggray_undist, _pUndistortionMapX, _pUndistortionMapY, CV_INTER_LINEAR + CV_WARP_FILL_OUTLIERS);
                cvRemap( frame, frame_undist, _pUndistortionMapX, _pUndistortionMapY, CV_INTER_LINEAR + CV_WARP_FILL_OUTLIERS);
 
                int ncorners;
                vector<CvPoint2D32f> corners(_checkerboard.grid3d.size()+64);
#if ( CV_MAJOR_VERSION >= 4)
                int allfound = cv::findChessboardCorners( cv::cvarrToMat(pimggray_undist),
                                                          _checkerboard.griddims, corners,
                                                          CV_CALIB_CB_ADAPTIVE_THRESH );
#else
                int allfound = cvFindChessboardCorners( pimggray_undist, _checkerboard.griddims, &corners[0],
                                                        &ncorners, CV_CALIB_CB_ADAPTIVE_THRESH );
#endif
                corners.resize(ncorners);
        
                if(allfound && ncorners == (int)_checkerboard.grid3d.size()) {
                    //cvCvtColor(pimggray,frame,CV_GRAY2RGB);
#if ( CV_MAJOR_VERSION >= 4)
                  cornerSubPix(cv::cvarrToMat(pimggray_undist), corners, cvSize(5,5),cvSize(-1,-1),
                                       cvTermCriteria(CV_TERMCRIT_ITER,20,1e-2));
#else
                    cvFindCornerSubPix(pimggray_undist, &corners[0], corners.size(), cvSize(5,5),cvSize(-1,-1),
                                       cvTermCriteria(CV_TERMCRIT_ITER,20,1e-2));
#endif
 
 
                    RaveTransform<float> tlocal = FindTransformation(corners, _checkerboard.grid3d);
 
                    CvSize& s = _checkerboard.griddims;
                    CvPoint X[4];
                    int inds[4] = {0, s.width-1, s.width*(s.height-1), s.width*s.height-1 };
            
                    for(int i = 0; i < 4; ++i) {
                        Vector p = _tProjection * tlocal * _checkerboard.grid3d[inds[i]];
                        X[i].x = (int)(p.x/p.z);
                        X[i].y = (int)(p.y/p.z);
                    }
                
                    // draw two lines
                    CvScalar col0 = CV_RGB(255,0,0);
                    CvScalar col1 = CV_RGB(0,255,0);
                    cvLine(frame_undist, X[0], X[1], col0, 1);
                    cvLine(frame_undist, X[0], X[2], col1, 1);
                
                    // draw all the points
                    for(size_t i = 0; i < _checkerboard.grid3d.size(); ++i) {
                        Vector p = _tProjection * tlocal * _checkerboard.grid3d[i];
                        int x = (int)(p.x/p.z);
                        int y = (int)(p.y/p.z);
                        cvCircle(frame_undist, cvPoint(x,y), 6, CV_RGB(0,0,0), 2);
                        cvCircle(frame_undist, cvPoint(x,y), 2, CV_RGB(0,0,0), 2);
                        cvCircle(frame_undist, cvPoint(x,y), 4, CV_RGB(128,128,0), 3);
                    }
                
                    cvCircle(frame_undist, X[0], 3, CV_RGB(255,255,128), 3);
                }
 
                cvShowImage("Calibration Result",frame_undist);
                cvReleaseImage(&frame_undist);
            }
 
            if(allfound && ncorners == (int)_checkerboard.grid3d.size())
#if ( CV_MAJOR_VERSION >= 4)
              cv::drawChessboardCorners(cv::cvarrToMat(frame), _checkerboard.griddims, _checkerboard.corners, 1);
#else
                cvDrawChessboardCorners(frame, _checkerboard.griddims, &_checkerboard.corners[0], _checkerboard.corners.size(), 1);
#endif
            cvShowImage("Checkerboard Detector",frame);
        }
    }
 
    Transform FindTransformation(const vector<CvPoint2D32f> &imgpts, const vector<Vector> &objpts)
    {
        CvMat *objpoints = cvCreateMat(3,objpts.size(),CV_32FC1);
        for(size_t i=0; i<objpts.size(); ++i) {
            cvSetReal2D(objpoints, 0,i, objpts[i].x);
            cvSetReal2D(objpoints, 1,i, objpts[i].y);
            cvSetReal2D(objpoints, 2,i, objpts[i].z);
        }
        
        RaveTransform<float> pose;
        float fR3[3];
        CvMat R3, T3;
        cvInitMatHeader(&R3, 3, 1, CV_32FC1, fR3);
        cvInitMatHeader(&T3, 3, 1, CV_32FC1, &pose.trans.x);
 
        float kc[4] = {0};
        CvMat kcmat;
        cvInitMatHeader(&kcmat,1,4,CV_32FC1,kc);
 
        CvMat img_points;
        cvInitMatHeader(&img_points, 1,imgpts.size(), CV_32FC2, const_cast<CvPoint2D32f*>(&imgpts[0]));
    
#if CV_MAJOR_VERSION >= 4
        cv::solvePnP(cv::cvarrToMat(objpoints), cv::cvarrToMat(&img_points), cv::cvarrToMat(_intrinsic_matrix), cv::cvarrToMat(&kcmat), cv::cvarrToMat(&R3), cv::cvarrToMat(&T3), true, cv::SOLVEPNP_ITERATIVE);
#else
        cvFindExtrinsicCameraParams2(objpoints, &img_points, _intrinsic_matrix, &kcmat, &R3, &T3);
#endif
        cvReleaseMat(&objpoints);
        
        double fang = sqrt(fR3[0]*fR3[0] + fR3[1]*fR3[1] + fR3[2]*fR3[2]);
        if( fang < 1e-6 ) {
            pose.rot.x = 1;
            pose.rot.y = 0;
            pose.rot.z = 0;
            pose.rot.w = 0;
        }
        else {
            double fmult = sin(fang/2)/fang;
            pose.rot.x = cos(fang/2);
            pose.rot.y = fR3[0]*fmult;
            pose.rot.z = fR3[1]*fmult;
            pose.rot.w = fR3[2]*fmult;
        }
 
        return pose;
    }
 
    static void MouseCallback(int event, int x, int y, int flags, void* param)
    {
        ((CheckerboardCalibration*)param)->_MouseCallback(event, x, y, flags);
    }
 
    void _MouseCallback(int event, int x, int y, int flags)
    {
        switch(event) {
        case CV_EVENT_RBUTTONDOWN:
            _bClearData = true;
            break;
        case CV_EVENT_MBUTTONDOWN:
            _bTakeObservation = true;
            break;
        }
    }
};
 
int main(int argc, char **argv)
{
    ros::init(argc,argv,"checkerboard_calibration");
    boost::shared_ptr<CheckerboardCalibration> checker(new CheckerboardCalibration());
    
    ros::spin();
    checker.reset();
    return 0;
}