Rich Radke, Rensselaer Polytechnic Institute-Image Segmentation

DIP Lecture 12a: Image Segmentation

1. Basic Region Growing

2. Region Split and Merge

3. Clustering and Superpixels

   1. K-Means clustering

   2. Modification of K-Means used in image processing: Superpixels

   3. SLIC(simple linear iterative clustering) superpixels (there are more methods)

   4. Graph Cut Segmentation

DIP Lecture 12a: Image Segmentation

K-Means & Image Segmentation