object detection android opencv

Question

After taking a picture with an android phone I want to identify an object in the picture by clicking into it for example. Possible objects in most cases:
1. Ruler
2. Person
3. Pencil
I am using android prebuilt-opencv version 2.3.1 and I tried to click into the ruler object and floodfill it to mark it, but if the contours are not closed the whole picture will be filled.
a) I also tried to click into ruler object and go south, north, east, west to look where the edges are and collect these coordinates, but I ran into heavy problems there (don´t ask).

Questions:
1. Is it possible to close the contours somehow to just fill the wanted object?
2. What I ACTUALLY want to find are the coordinates of the bottom AND the height of (e.g.) the ruler.
ANY other solutions are appreciated. How would you realize it?

Update:I fixed the problem with a) and use this approach at the moment (not happy about it). I also tried Entreco ´s approach, but seem not to give the wanted solution by now.

Entreco · Accepted Answer · 2011-10-25 20:55:53Z

7

I don't know if you tried this, but usually, you can achieve better results by processing the image first.

1) Apply GuassianBlur to remove the noise

2) Apply AdaptiveThreshold -> to convert the image to black and white

3) Apply Dilate operation, to fill the cracks

By using different settings for the AdaptiveThreshold and the Dilate operation, you might be able to get closed contours...

An example I used is like this:

// 1) Apply gaussian blur to remove noise
Imgproc.GaussianBlur(mGraySubmat, mIntermediateMat, new Size(11,11), 0);

// 2) AdaptiveThreshold -> classify as either black or white
Imgproc.adaptiveThreshold(mIntermediateMat, mIntermediateMat, 255, Imgproc.ADAPTIVE_THRESH_MEAN_C, Imgproc.THRESH_BINARY, 5, 2);

// 3) Invert the image -> so most of the image is black
Core.bitwise_not(mIntermediateMat, mIntermediateMat);

// 4) Dilate -> fill the image using the MORPH_DILATE
Mat kernel = Imgproc.getStructuringElement(Imgproc.MORPH_DILATE, new Size(3,3), new Point(1,1));
Imgproc.dilate(mIntermediateMat, mIntermediateMat, kernel);

answered Oct 25, 2011 at 20:55

Entreco

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3 Comments

gartenabfall Over a year ago

Thanks a lot for the answer @Entreco. I will try this and report.

Qadir Hussain Over a year ago

@Entreco can we draw a rectangle arround the closed contours

MIkka Marmik Over a year ago

it is not detect edge if black rectangle object.

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