Enhanced Image QC

[joefinlon]

Implement and test additional particle image QC (remove noise, shattered pixels) for better ellipse/circle fitting.

• [ ] imgProc_sm: Add freme-relative particle center, sub-particle stats/properties
• [x] imgProc_sm: Identify separate particle clusters in an image
• [x] Test code and verify particle diode statistics
• [x] Implement optional new habit classification and test results

[joefinlon]

Adding optional new Holroyd habit to this feature branch. Uses Schima et al. (2024) technique.

[huangynj]

Adding optional new Holroyd habit to this feature branch. Uses Schima et al. (2024) technique.

Hi Joe, the full title of Schima et al. (2024) is?

[joefinlon]

Hi @huangynj, the paper is currently in review so I'll reply back with the manuscript title soon. The scheme was developed with an offline version of this repository, so I'm still testing things over multiple field experiments for this public release.

[huangynj]

Hi @huangynj, the paper is currently in review so I'll reply back with the manuscript title soon. The scheme was developed with an offline version of this repository, so I'm still testing things over multiple field experiments for this public release.

Hi Joe, thanks for the information. I am developing the Python version of UIOOPS, and the preliminary version is almost done. I can test this scheme in future as well. -- Yongjie

[joefinlon]

Happy to see this conversion come to fruition. A heads up that I'll merge this branch into master soon (today?). I'll probably open a new feature branch in the near future for improved ellipse/rectangle fitting, but for now others at OU may be adding support for an additional instrument soon.