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carterbox / wpart

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Try different clustering methods. #1

Closed carterbox closed 6 years ago

carterbox commented 9 years ago

Distribution Based Clustering

This is the current model that we use. We are approximating the histogram of the image using mixed Gaussians. https://en.wikipedia.org/wiki/Cluster_analysis#Distribution-based_clustering

Density Based Clustering

Search for DBSCAN.

Modified Distribution Based

Search for "Image Segmentation by Gaussian Mixture Models and Modified FCM Algorithm" Kalti and Mahjoub

carterbox commented 9 years ago

http://cmictig.cs.ucl.ac.uk/wiki/index.php/NiftySeg