How can I identify/Detect regions in grayscale image with thin border?

Hi All, Am working on a problem where I wish to extract regions in the image below.

Objective: - Identify every region. - Calculate the Area and related parameters.

What I have done?

• Read image and convert to Grayscale

[MainImg, MainImg_Map] = imread('MainImg');
GrayImg = ind2gray(MainImg,MainImg_Map); #Convert to Gray

• Detect Edges

FindEdge_Sobel = edge(GrayImg, 'sobel');

• Create structuring element to make borders more visible

se1 = strel('line',3, 90);
se0 = strel('line',3, 0);

• Dilate the Image objects

ImgDill = imdilate(FindEdge_Sobel ,[se1 se0]);

• Result:

MORE QUESTIONS: > How to set foreground and Background for the image? > How I can make those border to enclose region as in Original Image?

Answer 1

[KSSV]

Have a look on regionprops

[AMAR P]

Hey Thanks, I tried that earlier. Below is the Output. Red *'s are Center of the object, measured using 'Centeroid'

Am trying to use couple of Morphological operations on the image. What do you think?