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Merge pull request #468 from jakirkham/branch-23.02-merge-22.12
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raydouglass authored Dec 13, 2022
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Please see https://github.com/rapidsai/cucim/releases/tag/v23.02.00a for the latest changes to this development branch.

# cuCIM 22.12.00 (Date TBD)
# cuCIM 22.12.00 (8 Dec 2022)

Please see https://github.com/rapidsai/cucim/releases/tag/v22.12.00a for the latest changes to this development branch.
## 🚨 Breaking Changes

- Implement additional deprecations carried out for scikit-image 0.20 ([#451](https://github.com/rapidsai/cucim/pull/451)) [@grlee77](https://github.com/grlee77)
- improved implementation of ridge filters (bug fixes and reduced memory footprint) ([#423](https://github.com/rapidsai/cucim/pull/423)) [@grlee77](https://github.com/grlee77)

## 🐛 Bug Fixes

- pin to cmake !3.25.0 on CI to avoid bug with CUDA+conda during build ([#444](https://github.com/rapidsai/cucim/pull/444)) [@grlee77](https://github.com/grlee77)
- update incorrect argument and deprecated function for tifffile.TiffWriter ([#433](https://github.com/rapidsai/cucim/pull/433)) [@JoohyungLee0106](https://github.com/JoohyungLee0106)
- Fix rotate behavior for ndim > 2 ([#432](https://github.com/rapidsai/cucim/pull/432)) [@grlee77](https://github.com/grlee77)

## 📖 Documentation

- add whole-slide tiled read/write demos for measuring GPUDirect Storage (GDS) I/O performance ([#452](https://github.com/rapidsai/cucim/pull/452)) [@grlee77](https://github.com/grlee77)
- Add demo for distance_transform_edt ([#394](https://github.com/rapidsai/cucim/pull/394)) [@grlee77](https://github.com/grlee77)

## 🚀 New Features

- Support no-compression method in converter ([#443](https://github.com/rapidsai/cucim/pull/443)) [@gigony](https://github.com/gigony)
- add three segmentation metrics ([#425](https://github.com/rapidsai/cucim/pull/425)) [@grlee77](https://github.com/grlee77)
- add isotropic binary morphology functions ([#421](https://github.com/rapidsai/cucim/pull/421)) [@grlee77](https://github.com/grlee77)
- Add blob feature detectors (blob_dog, blob_log, blob_doh) ([#413](https://github.com/rapidsai/cucim/pull/413)) [@monzelr](https://github.com/monzelr)

## 🛠️ Improvements

- additional minor updates (skimage 0.20) ([#455](https://github.com/rapidsai/cucim/pull/455)) [@grlee77](https://github.com/grlee77)
- Implement additional deprecations carried out for scikit-image 0.20 ([#451](https://github.com/rapidsai/cucim/pull/451)) [@grlee77](https://github.com/grlee77)
- Faster `hessian_matrix_*` and `structure_tensor_eigvals` via analytical eigenvalues for the 3D case ([#434](https://github.com/rapidsai/cucim/pull/434)) [@grlee77](https://github.com/grlee77)
- use fused kernels to reduce overhead in corner detector implementations ([#426](https://github.com/rapidsai/cucim/pull/426)) [@grlee77](https://github.com/grlee77)
- Misc updates for consistency with scikit-image 0.20 ([#424](https://github.com/rapidsai/cucim/pull/424)) [@grlee77](https://github.com/grlee77)
- improved implementation of ridge filters (bug fixes and reduced memory footprint) ([#423](https://github.com/rapidsai/cucim/pull/423)) [@grlee77](https://github.com/grlee77)
- analytical moments computations, support pixel spacings in moments and regionprops ([#422](https://github.com/rapidsai/cucim/pull/422)) [@grlee77](https://github.com/grlee77)
- Forward merge branch-22.10 to branch-22.12 ([#420](https://github.com/rapidsai/cucim/pull/420)) [@grlee77](https://github.com/grlee77)
- Support `sampling` kwarg for `distance_transform_edt` (take pixel/voxel sizes into account) ([#407](https://github.com/rapidsai/cucim/pull/407)) [@grlee77](https://github.com/grlee77)
- Improve performance of Euclidean distance transform ([#406](https://github.com/rapidsai/cucim/pull/406)) [@grlee77](https://github.com/grlee77)

# cuCIM 22.10.00 (12 Oct 2022)

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