Hill-Climbing Color Image Segmentation

Version 1.0.0.0 (83.7 KB) by YIQUN
color image segmentation using hill-climbing algorithm and kmeans in CIE Lab.
5.0
(2)
6.4K Downloads
Updated 29 Nov 2008

No License

Image is first converted to CIE lab color space and the 3d color histogram is generated. Hill-climbing algorithm is used to find the local maximums in lab histogram, which is used to automatically decide the cluster number K as well as initial seeds for K-means.

Cite As

YIQUN (2024). Hill-Climbing Color Image Segmentation (https://www.mathworks.com/matlabcentral/fileexchange/22274-hill-climbing-color-image-segmentation), MATLAB Central File Exchange. Retrieved .

MATLAB Release Compatibility
Created with R2007a
Compatible with any release
Platform Compatibility
Windows macOS Linux

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

Version Published Release Notes
1.0.0.0