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This literature review attempts to provide a brief overview of the most common segmentation techniques, and a comparison between them. It discusses the "Grab-Cut" technique, and" Graph Cut" techniques. GrabCut is a way to perform 2D segmentation in an image that is very user friendly. The user only need to input a very rough segmentation between foreground and background .The Graph Cut approaches to segmentation can be extended to 3-D data and can be used for segmenting 3-D volumes. Otherdoi:10.15623/ijret.2013.0210095 fatcat:n5rl54nmtfawbpszfddcuwld2q