How detect circle like objects from binary image

조회 수: 8 (최근 30일)
Abhilash Augustine
Abhilash Augustine 2020년 10월 20일
댓글: Abhilash Augustine 2020년 10월 23일
I want to detect number of objects from a binary image. As you can see below these objects are overlapped a bit with other objects. My objects are circle like objects (not excact circle).
Any help would be much appriciated.

답변 (1개)

Diego Samaniego
Diego Samaniego 2020년 10월 21일
You can measure the area or the approximate number of pixels that one of the circles occupies, then you take the area of ​​the total number of figures and divide it by the area that an object occupies.
im = imread('image.png');
u = graythresh(im);
im2 = im2bw(im,u);
circ_1 = 900; % aprox area of one circle
area_image=bwarea(im2); %area of all circles
N_circles = floor(area_image/circ_1)
  댓글 수: 1
Abhilash Augustine
Abhilash Augustine 2020년 10월 23일
Thakn you Diego Samaniego for your answer.
This a good idea to find the number based on a single circle's area. but the thing is I can not assume area of a circle because the ultimate goal is to find number of circles with it's diameter. Each circles may or maynot be same. And the system should find out this automatically.
I really appricate your answer. Do you have any sugestion for my situation?
Many thanks

댓글을 달려면 로그인하십시오.

Community Treasure Hunt

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

Start Hunting!

Translated by