Developing Image Processing Meta-Algorithms with Data Mining of Multiple Metrics

Figure 4

Some of the 186 registration results produced by IRMA for the input image E4863S4I, illustrating the wide variation in result quality that can be produced by changing algorithms and parameter settings. The first two images show the image projected into ICBM space (the target image) and the template (from the ICBM Atlas). Subsequent images (top-to-bottom, left-to-right) show the results produced by IRMA with ranks 1 (top ranked), 62, 88, 93, 124, and 186 (bottom ranked). Notice the significant diversity of result quality produced by different registration algorithms.