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Finding CCC Target Concentric contrasting circle

A Concentric Contrasting Circle (CCC) is shaped by insertion a black ring on a white background, or vice-versa. As discus in the lecture please make a program to find the CCCs in 3 images ( the given image plus 2 other image you have to take by your own and place the 10 CCCs on the image before taking the picture )

Properties of the target image:

"The target is a white ring surrounding a black dot. This feature is fairly unique in the image, because the centroid of the white ring will coincide with the centroid of the black dot. You can automatically find the target by finding a white region whose centroid coincides with the centroid of a black region"

ONLY one Picture the other uese those

Please use those Picture

- [url removed, login to view]~whoff/courses/EENG512/lectures/labs/[url removed, login to view]

2- [url removed, login to view]~whoff/courses/EENG512/lectures/labs/[url removed, login to view]

Approach: –

1- Threshold the image, a global threshold is fine .

2- If there are a lot of tiny (noise) white regions, you may need to “clean up”

You can use morphological “opening” to do this.

3- Then, find connected components and extract their region properties (e.g., centroid, area, bounding box)

4- Complement the image, and repeat the process to find all black blobs.

5- Now check every possible pair of white and black blobs.

6- Pseudocode:

for each white blob

for each black blob

Get centroid of white blob

Get centroid of black blob

if distance between centroids < thresh

% We have a possible CCC;

%draw a crosshair at its centroid or

%draw a rectangle around its bounding box

end if

end for

end for

Calculate the success of your algorithm in the 3 images using those measurements

1- Num true /true positives: Number of true CCCs found in the image.

2- True Found: Defined as ' true positives) divided by the actual number of CCCs in the images

3- Num False (false positives) : Number of false CCCs found in the image

4- Thresh number (try different numbers starting from .5 to larger numbers )

5- Draw a graph showing at least one correlation between those variables.

2- True Found: Defined as ' true positives) divided by the actual number of CCCs in the images

3- Num False (false positives) : Number of false CCCs found in the image

4- Thresh number (try different numbers starting from .5 to larger numbers )

5- Draw a graph showing at least one correlation between those variables.

**

fill the table attached

****** 3 hours to be done ******

Skills: Computer Science, Matlab and Mathematica

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