K-means segmentation

버전 (11.9 KB) 작성자: Alireza
This code implements K-means color segmentation
다운로드 수: 3.8K
업데이트 날짜: 2015/8/27

라이선스 보기

Demo.m shows a K-means segmentation demo

K-means clustering is one of the popular algorithms in clustering and segmentation. K-means segmentation treats each imgae pixel (with rgb values) as a feature point having a location in space. The basic K-means algorithm then arbitrarily locates, that number of cluster centers in multidimensional measurement space. Each point is then assigned to the cluster whose arbitrary mean vector is closest. The procedure continues until there is no significant change in the location of class mean vectors between successive iterations of the algorithms.

인용 양식

Alireza (2024). K-means segmentation (https://www.mathworks.com/matlabcentral/fileexchange/52697-k-means-segmentation), MATLAB Central File Exchange. 검색됨 .

MATLAB 릴리스 호환 정보
개발 환경: R2011a
모든 릴리스와 호환
플랫폼 호환성
Windows macOS Linux

받음: K-means clustering

Community Treasure Hunt

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

Start Hunting!
버전 게시됨 릴리스 정보