Upgrade bdv and imglib dependencies while keeping scijava and spark version.

[kgabor]

• New version of bigdataviewer-vistools, imglib2-cache for wrapAsVolatile and CachedCellImage signature updates.
• Added imbglib2, n5-imglib2, n5-zarr versions so that pom-scijava can be left unchanged.
• For unknown reasons, pulled in spark dependencies changed and scala-lang 2.11.12 must be added explicitly, otherwise omitted.
• Update fusion method signatures in AffineFusion changed after multiview-reconstruction 1.0.1 -> downsampling removed for fusion methods.
• Added released bigdataviewer-omezarr as zarr dependency.
• Fix duplicate classes.
• Fix n5 compression annotation jsons.
• pom reformatting
• Excluding ijp-kheops bioformats from multiview-reconstruction. Source of most conflict. BS-S does not need it.

[kgabor]

In a 1-machine setup, the fatjar works for me with spark-submit, with the ancient gson version problem inherited from spark-2.4.7. Needs @trautmane 's workaround. (https://github.com/PreibischLab/BigStitcher-Spark/issues/11)

[StephanPreibisch]

@trautmane - could you please check this out?

[StephanPreibisch]

Excluding ijp-kheops bioformats from multiview-reconstruction makes total sense, only required for OpenSeaDragon export ...

[StephanPreibisch]

Note: I'll also make a new branch that uses the newest multiview-reconstruction 3.2.2 since it contains most of the code required in this spark-project ... I pushed everything upstream, also optimizing it at the same time

[kgabor]

@StephanPreibisch Thanks for merging these changes. I'm closing this PR then. When do you plan to merge overhaul-mvr-322 into main ?

I wanted to try upgrading Spark to 3.3.2 (this is the version run by Amazon EMR serverless).

[kgabor]

Superseded by #17.