K-Nearest Neighbors for image segmentation
Script Exemple :
-------------
% k of k-nearest neighbors
k = 3 ;
% generate a test image data , a matrix of 3 by 3, values are doubles that
% range from 10 to 20
im_test_data = [10 20 30; 20 10 30; 20 10 30];
% generate a training/apprentissage data image from test data image
im_tr_data = [10 0 30;0 10 0; 20 0 30];
% generate a truth image labels with 3 by 3 matrix, values are integers
% that range from 1 to 3 (10 correspond to label 1, 20 to 2 and 30 to 3)
im_t_lbls = [1 2 3; 2 1 3; 2 1 3];
% generate a training/apprentissage image labels from truth image labels
im_tr_lbls = [1 0 3;0 1 0; 2 0 3];
% we are looking for "test_lbls" ?
test_lbls = knnAlgo(im_test_data, im_tr_data,im_tr_lbls,k);
Cita come
Makrim (2025). K-Nearest Neighbors for image segmentation (https://www.mathworks.com/matlabcentral/fileexchange/46117-k-nearest-neighbors-for-image-segmentation), MATLAB Central File Exchange. Recuperato .
Compatibilità della release di MATLAB
Compatibilità della piattaforma
Windows macOS LinuxCategorie
Tag
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!Scopri Live Editor
Crea script con codice, output e testo formattato in un unico documento eseguibile.