Segmentation-based object categorization
The image segmentation problem is concerned with partitioning an image into multiple regions according to some homogeneity criterion. This article is primarily concerned with graph theoretic approaches to image segmentation applying graph partitioning via minimum cut or maximum cut. Segmentation-based object categorization can be viewed as a specific case of spectral clustering applied to image segmentation.
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- enThe image segmentation problem is concerned with partitioning an image into multiple regions according to some homogeneity criterion. This article is primarily concerned with graph theoretic approaches to image segmentation applying graph partitioning via minimum cut or maximum cut. Segmentation-based object categorization can be viewed as a specific case of spectral clustering applied to image segmentation.
- Has abstract
- enThe image segmentation problem is concerned with partitioning an image into multiple regions according to some homogeneity criterion. This article is primarily concerned with graph theoretic approaches to image segmentation applying graph partitioning via minimum cut or maximum cut. Segmentation-based object categorization can be viewed as a specific case of spectral clustering applied to image segmentation.
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- Segmentation-based object categorization
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- enSegmentation-based object categorization
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- Category:Image segmentation
- Category:Object recognition and categorization
- Eigenvalue
- Graph Laplacian
- Graph partitioning
- Ill-conditioned
- Image segmentation
- Lanczos algorithm
- Layered pictorial structure
- LOBPCG
- Matrix-free methods
- Max-flow min-cut theorem
- Maximum cut
- Minimum cut
- Minimum spanning tree-based segmentation
- Multigrid method
- NP-hard
- Preconditioner
- QR algorithm
- Scikit-learn
- SciPy
- Spectral clustering
- Spectral graph theory
- SameAs
- 4v7H6
- m.03gsz40
- Q7446278
- Subject
- Category:Image segmentation
- Category:Object recognition and categorization
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- Segmentation-based object categorization?oldid=1120315876&ns=0
- WikiPageLength
- 13219
- Wikipage page ID
- 14681852
- Wikipage revision ID
- 1120315876
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- Template:Reflist