Discuss the use of R in image transformation giving suitable examples.

R, a powerful statistical programming language, is increasingly used in image processing due to its robust libraries and versatility in handling data. While not traditionally associated with digital image processing, R offers a wide range of functionalities to perform complex image transformations and analysis. Image transformation refers to modifying an image through operations like resizing, rotating, cropping, and more advanced manipulations like color adjustments and filtering. R, with its rich ecosystem of packages, allows users to perform these transformations efficiently.

One of the most commonly used R packages for image processing is 'magick'. This package provides an interface to the ImageMagick library, which is known for its capabilities __________ ________ ____ ___ _________ __________ ___ ________ __________ _______ ____ ________.
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