Hello,
I have a 3x3 rotation matrix that I obtained from stereoCalibrate (using the ros stereo calibration node). I need to obtain a rotation vector (1x3), therefore I used the rodrigues formula. When I went to check the result that I got with this in matlab using the Pietro Perona - California Institute of Technology I get two different results:
This is the code in cpp:
#include <ros/ros.h>
#include <image_transport/image_transport.h>
#include <tf/transform_broadcaster.h>
#include <ros/param.h>
#include <iostream>
#include <opencv2/core/core.hpp>
#include <opencv2/highgui/highgui.hpp>
#include <opencv2/calib3d/calib3d.hpp>
#include <cv_bridge/cv_bridge.h>
using namespace std;
using namespace cv;
int main(int argc, char** argv)
{
std::vector<double> T, R;
double cols, rows, R_cols, R_rows;
int i, j;
cv::Mat rot_vec = Mat::zeros(1,3,CV_64F), rot_mat = Mat::zeros(3,3,CV_64F);
ros::init(argc, argv, "get_extrinsic");
ros::NodeHandle node;
if(!node.getParam("translation_vector/cols", cols))
{
ROS_ERROR_STREAM("Translation vector (cols) could not be read.");
return 0;
}
if(!node.getParam("translation_vector/rows", rows))
{
ROS_ERROR_STREAM("Translation vector (rows) could not be read.");
return 0;
}
T.reserve(cols*rows);
if(!node.getParam("rotation_matrix/cols", cols))
{
ROS_ERROR_STREAM("Rotation matrix (cols) could not be read.");
return 0;
}
if(!node.getParam("rotation_matrix/rows", rows))
{
ROS_ERROR_STREAM("Rotation matrix (rows) could not be read.");
return 0;
}
R.reserve(cols*rows);
if(!node.getParam("translation_vector/data", T))
{
ROS_ERROR_STREAM("Translation vector could not be read.");
return 0;
}
if(!node.getParam("rotation_matrix/data", R))
{
ROS_ERROR_STREAM("Rotation matrix could not be read.");
return 0;
}
for(i=0; i<3; i++)
{
for(j=0; j<3; j++)
rot_mat.at<double>(i,j) = R[i*3+j];
}
std::cout << "Rotation Matrix:"<<endl;
for(i=0; i<3; i++)
{
for(j=0; j<3; j++)
std::cout<< rot_mat.at<double>(i,j) << " ";
std::cout << endl;
}
std::cout << endl;
std::cout << "Rodrigues: "<<endl;
Rodrigues(rot_mat, rot_vec);
for(i=0; i<3; i++)
std::cout << rot_vec.at<double>(1,i) << " ";
std::cout << endl;
ros::spin();
return 0;
};
And its output is:
Rotation Matrix:
-0.999998 -0.00188887 -0.000125644
0.0018868 -0.999888 0.014822
-0.000153626 0.0148217 0.99989
Rodrigues:
0.0232688 3.13962 4.94066e-324
But when I load the same rotation matrix in matlab and use the rodrigues function I get the following:
R =
-1.0000 -0.0019 -0.0001
0.0019 -0.9999 0.0148
-0.0002 0.0148 0.9999
>> rodrigues(R)
ans =
-0.0002
0.0233
3.1396
I can see that the numbers match, but they are in different positions and there seems to be an issue also with the signs.....Which formula should I trust?