Efficient Graph based image Segmentation

版本 1.1.0.0 (1.1 MB) 作者: Su Dongcai
A simple and efficient graph based image segmentation algorithm
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更新时间 2009/11/24

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This file is an implementation of an image segmentation algorithm described in reference[1], the result of segmentation was proven to be neither too fine nor too coarse. A toolbox regarding to the algorithm was also avalible in reference[2], however, a toolbox in matlab environment is excluded, this file is intended to fill this gap.

To duplicate the result of the screenshot, please run:
test_GraphSeg

Reference:
[1] Efficient Graph-Based Image Segmentation,
Pedro F. Felzenszwalb and Daniel P. Huttenlocher International Journal of Computer Vision, Volume 59, Number 2, September 2004
[2] http://people.cs.uchicago.edu/~pff/segment/

Acknowledgement:
The Author want to thanks:
[1] Yan Zhang
2D/3D image segmentation toolbox
http://www.mathworks.com/matlabcentral/fileexchange/24998-2d3d-image-segmentation-toolbox
For his "binaryHeap.h" class in cpp
[2] Dirk-Jan Kroon
Image Edge Enhancing Coherence Filter Toolbox
http://www.mathworks.com/matlabcentral/fileexchange/25449-image-edge-enhancing-coherence-filter-toolbox
For the "Coherence Filter Toolbox" he provided
And
[3] Luigi Giaccari
FAST K-NEAREST NEIGHBOURS SEARCH 3D VERSION
http://www.mathworks.com/matlabcentral/fileexchange/24607-fast-k-nearest-neighbours-search-3d-version
For the fast implementation of K-NEAREST NEIGHBORS SEARCH in 3D.

引用格式

Su Dongcai (2025). Efficient Graph based image Segmentation (https://ww2.mathworks.cn/matlabcentral/fileexchange/25866-efficient-graph-based-image-segmentation), MATLAB Central File Exchange. 检索时间: .

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GraphSeg/

GraphSeg/GLtree3DMex/

GraphSeg/coherenceFilter/

GraphSeg/coherenceFilter/functions/

GraphSeg/coherenceFilter/functions2D/

GraphSeg/coherenceFilter/functions3D/

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1.1.0.0

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1.0.0.0