GPU accelerated image processing for everyone
Takes a touch matrix as input and delivers a vector with number of touching neighbors per label as a vector.
Category: Measurements
Availability: Available in Fiji by activating the update sites clij and clij2. This function is part of clij2_-2.5.0.1.jar.
Ext.CLIJ2_countTouchingNeighbors(Image touch_matrix, Image touching_neighbors_count_destination);
// init CLIJ and GPU import net.haesleinhuepf.clij2.CLIJ2; import net.haesleinhuepf.clij.clearcl.ClearCLBuffer; CLIJ2 clij2 = CLIJ2.getInstance(); // get input parameters ClearCLBuffer touch_matrix = clij2.push(touch_matrixImagePlus); touching_neighbors_count_destination = clij2.create(touch_matrix);
// Execute operation on GPU clij2.countTouchingNeighbors(touch_matrix, touching_neighbors_count_destination);
// show result touching_neighbors_count_destinationImagePlus = clij2.pull(touching_neighbors_count_destination); touching_neighbors_count_destinationImagePlus.show(); // cleanup memory on GPU clij2.release(touch_matrix); clij2.release(touching_neighbors_count_destination);
% init CLIJ and GPU clij2 = init_clatlab(); % get input parameters touch_matrix = clij2.pushMat(touch_matrix_matrix); touching_neighbors_count_destination = clij2.create(touch_matrix);
% Execute operation on GPU clij2.countTouchingNeighbors(touch_matrix, touching_neighbors_count_destination);
% show result touching_neighbors_count_destination = clij2.pullMat(touching_neighbors_count_destination) % cleanup memory on GPU clij2.release(touch_matrix); clij2.release(touching_neighbors_count_destination);
// init CLIJ and GPU importClass(net.haesleinhuepf.clicy.CLICY); importClass(Packages.icy.main.Icy); clij2 = CLICY.getInstance(); // get input parameters touch_matrix_sequence = getSequence(); touch_matrix = clij2.pushSequence(touch_matrix_sequence); touching_neighbors_count_destination = clij2.create(touch_matrix);
// Execute operation on GPU clij2.countTouchingNeighbors(touch_matrix, touching_neighbors_count_destination);
// show result touching_neighbors_count_destination_sequence = clij2.pullSequence(touching_neighbors_count_destination) Icy.addSequence(touching_neighbors_count_destination_sequence); // cleanup memory on GPU clij2.release(touch_matrix); clij2.release(touching_neighbors_count_destination);
import pyclesperanto_prototype as cle cle.count_touching_neighbors(touch_matrix, touching_neighbors_count_destination)
spots_pointlists_matrices_tables
mesh_between_touching_neighbors.ipynb
tissue_neighborhood_quantification.ipynb
division_visualisation.ijm
spots_pointlists_matrices_tables.ijm