Review of GrabCut in image processing

Z Wang, Y Lv, R Wu, Y Zhang - Mathematics, 2023 - mdpi.com
As an image-segmentation method based on graph theory, GrabCut has attracted more and
more researchers to pay attention to this new method because of its advantages of simple …

Grab cut image segmentation based on image region

Y Li, J Zhang, P Gao, L Jiang… - 2018 IEEE 3rd …, 2018 - ieeexplore.ieee.org
Grab Cut algorithm is one of the most popular method in the field of image segmentation. It
uses texture information and boundary information of image, and achieves good …

Application of an improved grab cut method in tongue image segmentation

B Liu, G Hu, X Zhang, Y Cai - … , ICIC 2018, Wuhan, China, August 15-18 …, 2018 - Springer
Grab Cut is an image segmentation method based on graph theory, and it is an improved
algorithm of Graph Cut. Color images can be segmented by Grab cut. However, Grab Cut …

A modified GrabCut using a clustering technique to reduce image noise

GS Lee, SH Lee, GO Kim, JH Park, YS Park - Symmetry, 2016 - mdpi.com
In this paper, a modified GrabCut algorithm is proposed using a clustering technique to
reduce image noise. GrabCut is an image segmentation method based on GraphCut starting …

A modified grabcut approach for image segmentation based on local prior distribution

Q Guan, M Hua, HG Hu - 2017 International Conference on …, 2017 - ieeexplore.ieee.org
GrabCut algorithm is one of most popular approaches of image segmentation. In practice,
the segmented image using GrabCut algorithm always keeps too much redundant …

Accuracy improvement of graph-cut image segmentation by using watershed

J Rong, YL Pan - Advanced Materials Research, 2012 - Trans Tech Publ
Traditional Graph-Cut algorithm traverses all pixels at each time of computation;
consequently, it consumes a lot of time. This paper improves on Graph-Cut algorithm based …

Iterated graph cuts for image segmentation

B Peng, L Zhang, J Yang - Computer Vision–ACCV 2009: 9th Asian …, 2010 - Springer
Graph cuts based interactive segmentation has become very popular over the last decade.
In standard graph cuts, the extraction of foreground object in a complex background often …

An improved GrabCut using a saliency map

KS Kim, YJ Yoon, MC Kang, JY Sun… - 2014 IEEE 3rd Global …, 2014 - ieeexplore.ieee.org
The GrabCut, which uses the graph-cut iteratively, is popularly used as an interactive image
segmentation method since it can produce the globally optimal result. However, since the …

[PDF][PDF] Improved grabcut technique for segmentation of color image

B Basavaprasad, RS Hegadi - Int. J. Comput. Appl, 2014 - researchgate.net
In this paper we implemented an improved method of the GrabCut Technique which works
on image segmentation quite interactively and user friendly and which reduces the user …

A practical grabcut color image segmentation based on bayes classification and simple linear iterative clustering

D Ren, Z Jia, J Yang, NK Kasabov - IEEE Access, 2017 - ieeexplore.ieee.org
In order to solve the segmentation degradation phenomenon when the number of super
pixels is low, we propose a novel color image segmentation algorithm based on GrabCut …