v22.08.00

🚨 Breaking Changes

• Stain extraction: use a less strict condition across channels when thresholding (#316) @grlee77

🐛 Bug Fixes

• create SimilarityTransform using CuPy 9.x-compatible indexing (#365) @grlee77
• Add __init__.py in cucim.core (#359) @jakirkham
• Stain extraction: use a less strict condition across channels when thresholding (#316) @grlee77
• Incorporate bug fixes from skimage 0.19.3 (#312) @grlee77
• fix RawKernel bug for canny filter when quantiles are used (#310) @grlee77

📖 Documentation

• Defer loading of custom.js (#383) @galipremsagar
• add cucim.core.morphology to API docs + other docstring fixes (#367) @grlee77
• Update README.md (#361) @HesAnEasyCoder
• remove unimplemented functions from See Also and fix version numbers in deprecation warnings (#356) @grlee77
• Forward-merge branch-22.06 to branch-22.08 (#344) @grlee77
• Update README.md (#315) @HesAnEasyCoder
• Update index.rst (#314) @HesAnEasyCoder
• Update PyPI package documentation for v22.06.00 (#311) @gigony

🚀 New Features

• Add segmentation with the Chan-Vese active contours method (#343) @grlee77
• Add cucim.skimage.morphology.medial_axis (#342) @grlee77
• Add cucim.skimage.segmentation.expand_labels (#341) @grlee77
• Add Euclidean distance transform for images/volumes (#318) @grlee77

🛠️ Improvements

• Revert "Allow CuPy 11" (#362) @galipremsagar
• Fix issues with day & night modes in python docs (#360) @galipremsagar
• Allow CuPy 11 (#357) @jakirkham
• more efficient separable convolution (#355) @grlee77
• Support resolution and spacing metadata (#349) @gigony
• Performance optimizations to morphological segmentation functions (#340) @grlee77
• benchmarks: avoid use of deprecated pandas API (#339) @grlee77
• Reduce memory overhead and improve performance of normalize_colors_pca (#328) @grlee77
• Protect against obscure divide by zero error in edge case of normalize_colors_pca (#327) @grlee77
• complete parametrization of cucim.skimage benchmarks (#324) @grlee77
• parameterization of filters and features benchmarks (v2) (#322) @grlee77
• Add a fast histogram-based median filter (#317) @grlee77
• Remove custom compiler environment variables (#307) @ajschmidt8