Author : Bingyang Liu
For details tutorial of Meash Shift Segmentation, please check my blog.
Mean Shift Segmentation should have three steps:
In the original paper, for step 2, when considered mode clustering, not only color similarity and also coordinate position should be within the bandwidth correspondingly. Here, we will only consider color factor to do segmentation.
Filtering process is the main part of the algorithm.
1.Every point will be considered as 5-D point(R, G, B, x, y).
2.Shift value is the average value of all points within the bandwidth.
This code includes two functions.
Segmentation function is the Mean Shift Segmentation first two process, which has two parts, one is Mean Shift filtering and other one is flood filled algorithm (Region Growing).
OriginalPic Filtering Segmentation