Extract position data of bubble from an image

3 vues (au cours des 30 derniers jours)
Nhat Nguyen
Nhat Nguyen le 8 Nov 2022
Hi expert,
How can I tracing my object's boundaries without the frame?
I = imread('image.bmp');
threshold = graythresh(I);
BW=im2bw(I,0.9);
dim = size(BW);
col = round(dim(2)/2)-90;
row = min(find(BW(:,col)));
boundary = bwtraceboundary(BW,[row, col],'S');
imshow(I)
hold on;
plot(boundary(:,2),boundary(:,1),'g','LineWidth',3);
Thank you!
  2 commentaires
KSSV
KSSV le 8 Nov 2022
Attach your original image.
Nhat Nguyen
Nhat Nguyen le 8 Nov 2022
here you go, I want extract to boundary data of this object

Connectez-vous pour commenter.

Réponse acceptée

Image Analyst
Image Analyst le 8 Nov 2022
Try this:
% Demo by Image Analyst
clc; % Clear the command window.
close all; % Close all figures (except those of imtool.)
clear; % Erase all existing variables. Or clearvars if you want.
workspace; % Make sure the workspace panel is showing.
format long g;
format compact;
fontSize = 22;
markerSize = 40;
rgbImage = imread('image2.bmp');
subplot(2, 1, 1);
imshow(rgbImage);
impixelinfo
mask = rgbImage(:, :, 1) > 240;
% Take largest blob and invert it.
mask = ~bwareafilt(mask, 1);
% Get rid of small specks.
mask = bwareafilt(mask, 1);
subplot(2, 1, 2);
imshow(mask)
title('Mask Image')
% Plot the borders of all the blobs in the overlay above the original image
% using the coordinates returned by bwboundaries().
% bwboundaries() returns a cell array, where each cell contains the row/column coordinates for an object in the image.
subplot(2, 1, 1);
% Here is where we actually get the boundaries for each blob.
boundaries = bwboundaries(mask);
% boundaries is a cell array - one cell for each blob.
% In each cell is an N-by-2 list of coordinates in a (row, column) format. Note: NOT (x,y).
% Column 1 is rows, or y. Column 2 is columns, or x.
numberOfBoundaries = size(boundaries, 1); % Count the boundaries so we can use it in our for loop
% Here is where we actually plot the boundaries of each blob in the overlay.
hold on; % Don't let boundaries blow away the displayed image.
for k = 1 : numberOfBoundaries
thisBoundary = boundaries{k}; % Get boundary for this specific blob.
x = thisBoundary(:,2); % Column 2 is the columns, which is x.
y = thisBoundary(:,1); % Column 1 is the rows, which is y.
plot(x, y, 'r-', 'LineWidth', 2); % Plot boundary in red.
end
hold off;
caption = sprintf('%d Outlines, from bwboundaries()', numberOfBoundaries);
fontSize = 15;
title(caption, 'FontSize', fontSize);
axis('on', 'image'); % Make sure image is not artificially stretched because of screen's aspect ratio.

Plus de réponses (0)

Catégories

En savoir plus sur Image Processing and Computer Vision dans Help Center et File Exchange

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

Translated by