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- """Geometric and other transformations, e.g., rotations, Radon transform.
- - Geometric transformation:
- These transforms change the shape or position of an image.
- They are useful for tasks such as image registration,
- alignment, and geometric correction.
- Examples: :class:`~skimage.transform.AffineTransform`,
- :class:`~skimage.transform.ProjectiveTransform`,
- :class:`~skimage.transform.EuclideanTransform`.
- - Image resizing and rescaling:
- These transforms change the size or resolution of an image.
- They are useful for tasks such as down-sampling an image to
- reduce its size or up-sampling an image to increase its resolution.
- Examples: :func:`~skimage.transform.resize`,
- :func:`~skimage.transform.rescale`.
- - Feature detection and extraction:
- These transforms identify and extract specific features or
- patterns in an image. They are useful for tasks such as object
- detection, image segmentation, and feature matching.
- Examples: :func:`~skimage.transform.hough_circle`,
- :func:`~skimage.transform.pyramid_expand`,
- :func:`~skimage.transform.radon`.
- - Image transformation:
- These transforms change the appearance of an image without changing its
- content. They are useful for tasks such a creating image mosaics,
- applying artistic effects, and visualizing image data.
- Examples: :func:`~skimage.transform.warp`,
- :func:`~skimage.transform.iradon`.
- """
- import lazy_loader as _lazy
- __getattr__, __dir__, __all__ = _lazy.attach_stub(__name__, __file__)
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