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Insight Toolkit (ITK) -- Official Repository. ITK builds on a proven, spatially-oriented architecture for processing, segmentation, and registration of scientific images in two, three, or more dimens...

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### Description The documentation for the SpatialObject registration classes correctly state that the spatialobject to image registration framework has a moving spatialobject and a fixed image, but the current names...

area:Registration
type:Design

### Description The GradientDescentOptimizerv4 algorithm does not correctly keep track of the score and position (Parameters). This causes issues: - When a new best score is found, an incorrect position...

type:Bug
status:Backlog

Support direct use with NumPy while preserving metadata. See pandas.Series, xarray (?), and work from @danielballan on Dask for reference.

type:Enhancement
area:Python wrapping

This should return `self` per [NumPy NEP 30](https://github.com/numpy/numpy/blob/master/doc/neps/nep-0030-duck-array-protocol.rst) after we have partial duck array support, i.e at least #1091 addressed.

type:Enhancement
area:Python wrapping

This is a very elegant method, suggested by @mrocklin, to enable application of a scalar ITK image filter on a NumPy on Dask array that has additional dimensions that corresponding...

type:Enhancement
area:Python wrapping

First, a question: Does the ITK Python library release the GIL when it calls down to lower level C/C++ code? When I run ITK operations within Dask I notice that...

type:Enhancement
area:Python wrapping

### Description Out of 48 possible orientations for a 3d image, the 24 left-handed orientations are treated incorrectly when saving a multi-frame dicom file or series. - Examples for right-handed...

type:Bug
status:Backlog

This file already exists and contains some bulk revisions to the codebase, but it may not have been systematically filled.

status:Backlog

### Description Bulk change issues don't always include .git-blame-ignore-revs addition ### Expected information The file should be updated when bulk style commits are made. ### Actual information Add the commit...

status:Use_Milestone_Backlog
type:Documentation

### Description The compiler flags set at: https://github.com/InsightSoftwareConsortium/ITK/blob/master/CMake/ITKSetStandardCompilerFlags.cmake#L239-L249 no longer exist in the current online documentation in gcc, https://gcc.gnu.org/onlinedocs/gcc/x86-Options.html It is unclear in what version they were removed/replaced. ### Steps...

type:Compiler
status:Backlog