advanced_image_processing: Changed array_debug_logger_enumerator to create a new group to place all the intermediate results from processing each dictionary image.
advanced_image_processing: Changed array_debug_logger_enumerator to create a new group to place all the intermediate results from processing each dictionary image.

This commit marks the successful completion of a few outstanding items. Though the fixes occurred in earlier commits, other changes surrounding them did not make them fully stable or nicely testable. Except for the fact that vigranumpy cannot get local maxima on edges, which we don't want anyways, we have found the missing local maxima on plateaus meaning #15 is fixed. Also, after fixing the distance measurement and tweaking parameters, we have found the missing neurons. The distance measurements have been separated into nice doctested functions that are now used, which aids in further refactoring and building tests for the code. In short, this means #14 is fixed. Testing and refactoring are not complete, but good progress has been made in this direction. In particular, more work has occurred in addressing any lingering concerns regarding #2. In short, many challenging issues have been resolved. Now, focus will be placed on further testing and integration concerns.

DudLab/nanshe,DudLab/nanshe,jakirkham/nanshe,nanshe-org/nanshe,nanshe-org/nanshe,jakirkham/nanshe