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a65c2f8 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 | """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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