I would like to distinguish the phases in a multiphase flow which is quite simple using Mathematica functions with a rough approach. However, in my case it is also about recognizing the structure of a multiphase flow. At this moment, from the image as follows:

I use;

A=file;

2 A - CurvatureFlowFilter[A, 5] (*To obtain increased sharpness*);

ColorConvert[%, "Grayscale"];

CurvatureFlowFilter[%, 1];

Binarize[%];

ColorReplace[%, {White -> Black, Black -> White}];

FillingTransform[%];

Erosion[%, 0.1];

in output it can be seen that volume can be distinguished but shape is not as in original file.

I know I could use a Gauss filter to blur the background, but I feel like I should be sharpening the image and not trying for blur- the structure will be fudged in its shape.

Do you have any ideas for improving the image analysis for bubble shape ?

Attachments:

original.pdf