Objectness Supervised Merging Algorithm for Color Image Segmentation

Algorithm 1

Input:

  superpixels , adjacent table of

Output:

  The merged result.

() For each node in , is neighbor region of

() if  , then

()   merged to , ,

()   change the region label of to ,

()   modified the histogram feature of two merged regions

()   update ,   and ;

() end if

() If no regions satisfied , end the merge process, otherwise, return to ();

() Merge meaningless and small areas to adjacent regions

() Return relabeled image.