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[perf] Improve spot finding in estimate_grid_orientation_from_img #2987
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tepals
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tepals:SDEV-1918-improve-spot-grid-estimation
Jan 28, 2025
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[perf] Improve spot finding in estimate_grid_orientation_from_img #2987
tepals
merged 3 commits into
delmic:master
from
tepals:SDEV-1918-improve-spot-grid-estimation
Jan 28, 2025
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Converted to draft, because I forgot to add a test case |
Improved spot finding and grid fitting accuracy in `estimate_grid_orientation_from_img` and `find_spot_positions` by: - Using a configurable minimum distance between spots during local maxima finding. This addresses issues when the intensity difference between spots is high and single bright spots could be detected twice, while less bright spots were not detected. - Splitting `min_distance` and `len_object` parameters in `peak_local_max` and `find_spot_positions` to refine spot size calculation and edge exclusion relative to minimum spot distance.
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nandishjpatel
approved these changes
Jan 14, 2025
- Add pitch to simulator microscope file - added comment to explain factor 0.75 - added pitch as an input argument to the spot-grid.py script, if not provided it will try to use the detector metadata - Update the lens magnification in the simulated yaml file to match the hardware, this ensures the spot-grid script finds the right spots for the pitch matching the pitch on the hardware
@tmoerkerken and @nandishjpatel this is ready for review |
nandishjpatel
approved these changes
Jan 22, 2025
tmoerkerken
requested changes
Jan 24, 2025
- make DEFAULT_PITCH a constant in fastem.py to have a single source of truth - clean up spot-grid.py
tmoerkerken
approved these changes
Jan 28, 2025
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[perf] Improve spot finding in when distance between spots >> spot size
Improved spot finding and grid fitting accuracy in
estimate_grid_orientation_from_img
andfind_spot_positions
by:min_distance
andlen_object
parameters inpeak_local_max
andfind_spot_positions
to refine spot size calculation and edge exclusion relative to minimum spot distance.