I'm trying to calculate the surface area of the particles that are attached to the bubble in the image. But I'm not too sure how. Edge Detection doesn't work accurately.

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Syamsundar Menon Murali Mohan
评论： Syamsundar Menon Murali Mohan 2021-9-27

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yanqi liu
yanqi liu 2021-9-26
Ran in:
sir, may be use the image seg to locate the target.
clc;
clear all;
close all;
im = imread('https://www.mathworks.com/matlabcentral/answers/uploaded_files/743714/image.jpeg');
bw = imbinarize(im,'adaptive','ForegroundPolarity','dark','Sensitivity',0.2);
bw = ~bw;
bw = imfill(bw, 'holes');
bw = imclearborder(bw);
bw = bwareafilt(bw, 1);
be = imdilate(bwperim(bw), strel('disk', 3));
im2 = im;
im2(be) = 255;
figure; imshow(im2);
you can read the book 《计算机视觉与深度学习实战》
  2 个评论
Image Analyst
Image Analyst 2021-9-26
Yes, that can identify the bubble plus the particles attached to it, but it does not give the surface area of the particles. I think it's basically impossible - you'd need a 3-D image. I think @Syamsundar Menon Murali Mohan should work on a different metric that might correlate with something else. For example, maybe the perimeter or standard deviation of the blob correlates with temperature or pH or viscosity or whatever of the solution he's looking at.
Syamsundar Menon Murali Mohan
Syamsundar Menon Murali Mohan 2021-9-26
I'm basically trying to figure out how to find the Surface Area of Particles Attached to the Bubble vs Surface Area of Bubble just by itself.
This can help me figure out how to find the surface loading of particles on the bubble.
But as you had mentioned, I probably need a 3-D image for that.

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Image Analyst
Image Analyst 2021-9-26
What I'd do it to find the blob (bubble plus particles) like @yanqi liu did. But now you need to determine what is bubble and what are particles. So I'd use stdfilt() to find high standard devation areas. The idea is that the bubble itself will be rather smooth. You could even synthesis a bubble. Just assume some radial intensity profile using the equivalent circular diameter and subtract it from your blub with particles on it, leaving just the particles themselves.
  1 个评论
Syamsundar Menon Murali Mohan
Syamsundar Menon Murali Mohan 2021-9-27
Hi,
Thank you for that. I will have a look at the stdfilt() command and work my way through it.
Would it be possible if I could receive a demo for that? As I am still a beginner in MATLAB and trying to figure things out with the coding.

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