Tuesday, 10 June 2014

Estimate Homography to do 2D to 3D integration (23)

I. After checking the results by using 2 different "control points", the authors proposed value shows more stable results. The results generated by using 2 metric (...i.e., without/with gaussian opimization process) are same. Here are the value used as the "control points":

  
   - The original one is [1 0 0; 0 1 0; 0 0 1; 0 0 0] 
   - The second one is creating by me which are the centers of each red markers in the Kinect frame

II. The transformation is currently not correct. I try to check the problem by starting from the most simple case - "two Kinect frames and mapping the same 4 points which are the center of 4 corresponding red markers"

    - Here are the preliminary results:

Transformation result (marks in magenta & green ) by using my defined control points

Transformation result (marks in magenta & green ) by using authors defined control points


    - Here are the possible issues that need to be checked:

      1. Normalization of the coordinates of input points?
      2. Camera intrinsic value is precise?
      3. Image coordinate vs camera reference coordinate?

III. Search for some existing values of doing calibration on a Kinect, make sure mine is not so precise:

     - http://www.mrpt.org/tutorials/programming/miscellaneous/kinect-calibration/
     - http://vision.in.tum.de/data/datasets/rgbd-dataset/file_formats
     - Mine: 
       fx = 528.24, fy = 529.69, xc = 418.79, yc = 279.31
  

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