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Python implementation of "Fast Unsupervised Bayesian Image Segmentation With Adaptive Spatial Regularisation" (Marcelo Pereyra and Steve McLaughlin)

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implementation of "Fast Unsupervised Bayesian Image Segmentation With Adaptive Spatial Regularisation" (Marcelo Pereyra and Steve McLaughlin)

Getting started

Run the following command to install the dependecies:

pip install -r requirements.txt

For examples of usage please refer to the segmentation.py script.

Results

Implementation/Image GMM4 GMM8 LMM2 PMM3
Paper 88.9% 89.6% 96.0% 93.1%
Mine 95.6% 87.8% 93.3% 96.5%

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Python implementation of "Fast Unsupervised Bayesian Image Segmentation With Adaptive Spatial Regularisation" (Marcelo Pereyra and Steve McLaughlin)

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