Shape prior segmentation of multiple objects with graph cuts

@article{Vu2008ShapePS,
  title={Shape prior segmentation of multiple objects with graph cuts},
  author={N. Vu and B. S. Manjunath},
  journal={2008 IEEE Conference on Computer Vision and Pattern Recognition},
  year={2008},
  pages={1-8}
}
  • N. Vu, B. S. Manjunath
  • Published 2008
  • Mathematics, Computer Science
  • 2008 IEEE Conference on Computer Vision and Pattern Recognition
We present a new shape prior segmentation method using graph cuts capable of segmenting multiple objects. The shape prior energy is based on a shape distance popular with level set approaches. We also present a multiphase graph cut framework to simultaneously segment multiple, possibly overlapping objects. The multiphase formulation differs from multiway cuts in that the former can account for object overlaps by allowing a pixel to have multiple labels. We then extend the shape prior energy to… Expand
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References

SHOWING 1-10 OF 34 REFERENCES
Graph Cut Segmentation with Nonlinear Shape Priors
  • 104
  • PDF
Level set based shape prior segmentation
  • T. Chan, Wei Zhu
  • Mathematics, Computer Science
  • 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05)
  • 2005
  • 307
  • Highly Influential
  • PDF
Segmentation Under Occlusions Using Selective Shape Prior
  • 19
Prior-based Segmentation and Shape Registration in the Presence of Perspective Distortion
  • 51
  • PDF
Interactive graph cut based segmentation with shape priors
  • D. Freedman, Tao Zhang
  • Computer Science
  • 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05)
  • 2005
  • 437
  • PDF
Shape-Based Approach to Robust Image Segmentation using Kernel PCA
  • 65
  • PDF
Interactive Graph Cuts for Optimal Boundary and Region Segmentation of Objects in N-D Images
  • 1,943
  • PDF
Globally Optimal Image Segmentation with an Elastic Shape Prior
  • 65
  • PDF
Graph Cuts and Efficient N-D Image Segmentation
  • 1,979
  • PDF
Kernel Density Estimation and Intrinsic Alignment for Shape Priors in Level Set Segmentation
  • 390
  • Highly Influential
  • PDF
...
1
2
3
4
...