Random Scaled Euclidean Transformation

In this experiment images are transformed according to random translations + rotations + scale. Translations are generated with a normal distribution of zero mean and std. deviation of 3 pixels, rotations have a std. dev. of 5 degrees and scale changes have std. dev. of 5%.

Here are the 20 generated images. The first one is equal to the template:

The tracking algorithm was applied to each image.  The results are the following:

  TTT AAA PPP TAP
Norm sc_norm_ttt.jpg sc_norm_aaa.jpg sc_norm_ggg.jpg sc_norm_tag.jpg
Error sc_error_ttt.jpg sc_error_aaa.jpg sc_error_ggg.jpg sc_error_tag.jpg
Residue sc_res_ttt.jpg sc_res_aaa.jpg sc_res_ggg.jpg sc_res_tag.jpg