Bioimage Analysis / Python / multi-language library
SimpleITK
Apply image filtering and registration while retaining physical image geometry in scripted workflows.
Best fit
Researchers working with 2D or 3D image data who need spatially aware transforms and resampling.
What you need
A supported language environment and correctly recorded spacing, origin, and direction where relevant.
What to check
Image-array conversions may lose geometry unless you preserve it. Validate coordinate transforms on a known feature.