implementation of "Fast Unsupervised Bayesian Image Segmentation With Adaptive Spatial Regularisation" (Marcelo Pereyra and Steve McLaughlin)
Run the following command to install the dependecies:
pip install -r requirements.txt
For examples of usage please refer to the segmentation.py
script.
Implementation/Image | GMM4 | GMM8 | LMM2 | PMM3 |
---|---|---|---|---|
Paper | 88.9% | 89.6% | 96.0% | 93.1% |
Mine | 95.6% | 87.8% | 93.3% | 96.5% |