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- GrabCut abstract "GrabCut is an image segmentation method based on graph cuts.Starting with a user-specified bounding box around the object to be segmented, the algorithm estimates the color distribution of the target object and that of the background using a Gaussian mixture model. This is used to construct a Markov random field over the pixel labels, with an energy function that prefers connected regions having the same label, and running a graph cut based optimization to infer their values. As this estimate is likely to be more accurate than the original, taken from the bounding box, this two-step procedure is repeated until convergence.Estimates can be further corrected by the user by pointing out misclassified regions and rerunning the optimization. The method also corrects the results to preserve edges.There are several open source implementations available including OpenCV (as of version 2.1).".
- GrabCut wikiPageExternalLink default.aspxid=67890GrabCut:.
- GrabCut wikiPageID "24430952".
- GrabCut wikiPageLength "1416".
- GrabCut wikiPageOutDegree "12".
- GrabCut wikiPageRevisionID "624782922".
- GrabCut wikiPageWikiLink Bounding_box.
- GrabCut wikiPageWikiLink Category:Image_segmentation.
- GrabCut wikiPageWikiLink Connectivity_(graph_theory).
- GrabCut wikiPageWikiLink Edmonds-Karp_algorithm.
- GrabCut wikiPageWikiLink Edmonds–Karp_algorithm.
- GrabCut wikiPageWikiLink Energy_function.
- GrabCut wikiPageWikiLink Gaussian_mixture_model.
- GrabCut wikiPageWikiLink Graph_cuts_in_computer_vision.
- GrabCut wikiPageWikiLink Image_segmentation.
- GrabCut wikiPageWikiLink Mathematical_optimization.
- GrabCut wikiPageWikiLink Minimum_bounding_box.
- GrabCut wikiPageWikiLink Mixture_model.
- GrabCut wikiPageWikiLink OpenCV.
- GrabCut wikiPageWikiLink Open_source.
- GrabCut wikiPageWikiLink Prims_algorithm.
- GrabCut wikiPageWikiLink Segmentation_(image_processing).
- GrabCut wikiPageWikiLinkText "GrabCut".
- GrabCut hasPhotoCollection GrabCut.
- GrabCut subject Category:Image_segmentation.
- GrabCut hypernym Method.
- GrabCut type Area.
- GrabCut type Software.
- GrabCut type Algorithm.
- GrabCut type Area.
- GrabCut type Field.
- GrabCut comment "GrabCut is an image segmentation method based on graph cuts.Starting with a user-specified bounding box around the object to be segmented, the algorithm estimates the color distribution of the target object and that of the background using a Gaussian mixture model. This is used to construct a Markov random field over the pixel labels, with an energy function that prefers connected regions having the same label, and running a graph cut based optimization to infer their values.".
- GrabCut label "GrabCut".
- GrabCut sameAs m.07s7qjl.
- GrabCut sameAs Q5590545.
- GrabCut sameAs Q5590545.
- GrabCut wasDerivedFrom GrabCut?oldid=624782922.
- GrabCut isPrimaryTopicOf GrabCut.