GPU accelerated image processing for everyone
Applies particle image velocimetry to two images and registers them afterwards by warping input image 2 with a smoothed vector field.
Availability: Available in Fiji by activating the update sites clij and clij2. This function is part of clijx_-0.32.0.1.jar.
Ext.CLIJx_deformableRegistration2D(Image input1, Image input2, Image destination, Number maxDeltaX, Number maxDeltaY);
// init CLIJ and GPU import net.haesleinhuepf.clijx.CLIJx; import net.haesleinhuepf.clij.clearcl.ClearCLBuffer; CLIJx clijx = CLIJx.getInstance(); // get input parameters ClearCLBuffer input1 = clijx.push(input1ImagePlus); ClearCLBuffer input2 = clijx.push(input2ImagePlus); destination = clijx.create(input1); int maxDeltaX = 10; int maxDeltaY = 20;
// Execute operation on GPU clijx.deformableRegistration2D(input1, input2, destination, maxDeltaX, maxDeltaY);
// show result destinationImagePlus = clijx.pull(destination); destinationImagePlus.show(); // cleanup memory on GPU clijx.release(input1); clijx.release(input2); clijx.release(destination);
% init CLIJ and GPU clijx = init_clatlabx(); % get input parameters input1 = clijx.pushMat(input1_matrix); input2 = clijx.pushMat(input2_matrix); destination = clijx.create(input1); maxDeltaX = 10; maxDeltaY = 20;
% Execute operation on GPU clijx.deformableRegistration2D(input1, input2, destination, maxDeltaX, maxDeltaY);
% show result destination = clijx.pullMat(destination) % cleanup memory on GPU clijx.release(input1); clijx.release(input2); clijx.release(destination);