Gradually warping moving image with displacement field

derkleinejakob · May 25, 2023, 3:09pm

Hi!

I have two 3D volumes and a displacement field which was obtained by registering one of the volumes to the other.
Is there a way in slicer to visualise how the moving image is warped into the target image? The visualisation should gradually apply the displacement field transformation to slowly warp the moving image.

Thanks in advance!

pieper · May 25, 2023, 9:10pm

There’s no exposed interface for that, but I agree it would be a nice feature to have.

What you can do currently is write a small script that implements what you describe. Easiest would be to create a duplicate of the displacement field and then use numpy to add fractions of the displacement field and render iteratively.

I don’t have an implementation in python, but here’s how I did it in javascript for another application:

github.com

pieper/sites/blob/27a92195d18eec21a9fbc3585e0409a181eb7a07/step/index.html#L366-L390


      
          function animateTransform(options={}) {
            // animate passed in field or first render field with a transform
            let animatingField = options.field || (() => {
              let returnField;
              step.renderer.inputFields.forEach(field => {
                if (field.transformField) {
                  returnField = field;
                }
              });
              return returnField;
            })();
            let frame = 0;
            let frames = options.frames || 100;
            let maxGain = options.maxGain || 1;
            let animationFrame = function (now) {
              animatingField.transformGain = maxGain * Math.sin(Math.PI*frame/frames);
              step.renderer.requestRender();
              step.ui.bottomBar.progress = `Animation frame ${frame} of ${frames}`;
              frame = frame + 1;
              if (frame <= frames) {

This file has been truncated. show original

Using the sin function gives it a nice ease-in, ease-out as shown in this video: MR US p3 2017 08 09 - YouTube

Topic		Replies	Views
Visualize Deformation field Support	2	2180	December 2, 2017
Displacement field invertion and mean operation Support registration , python , 4d	0	176	September 14, 2023
Question about the visualization of displacement vector fields Support	4	542	September 5, 2022
Displacement Vector Visualisation Support	15	1310	February 8, 2022
Deforming with NiftyReg is different than deforming in Slicer Support registration , deformation	3	223	March 22, 2024

Gradually warping moving image with displacement field

Related Topics