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Even seemingly minor adjustments that do not affect the interpretation of results may be considered unacceptable in some cases. Some examples include the following: Sharpening and over-saturating images. Changing black and white (gray scale) to color (RGB)

Manipulations may include simple image enhancements, misrepresenting an image as something different from what it is, and altering specific features of an image.

Even seemingly minor adjustments that do not affect the interpretation of results may be considered unacceptable in some cases. Some examples include the following: Sharpening and over-saturating images. Changing black and white (gray scale) to color (RGB)

Image Manipulation refers to the act of transforming images to arrive at the desired output. Through the art of photo manipulation, you are able to transcend your image into a true piece of art, Whereas, image manipulation can be done through the use of various image editing tools or software.

Some photo manipulations are considered skillful artwork while others are frowned upon as unethical practices, especially when used to deceive the public. Other examples include being used for political propaganda, or to make a product or person look better, or simply for entertainment purposes or harmless pranks.

Graphic software programs, which can be broadly grouped into vector graphics editors, raster graphics editors, and 3D modelers, are the primary tools with which a user may manipulate, enhance, and transform images. Many image editing programs are also used to render or create computer art from scratch.

Other techniques include retouching using ink or paint, airbrushing, double exposure, piecing photos or negatives together in the darkroom, and scratching instant films. Software tools applied to digital images range from professional applications to basic imaging software for casual users.