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how to find indices on a boundary?

Asked by Itzik on 16 May 2013

Hi, I have a polygon defined by its vertices in 2D (i.e a nX2 matrix). I have a pixel image of size MxM. i wish to label all the pixels that are on the boundary f the polygon. is there a function that does this? i know inpolygon, but it labels all vertices that are inside the polygon, all i need is the boundary. any thoughts? thanks

0 Comments

Itzik

4 Answers

Answer by Thomas on 16 May 2013
Edited by Thomas on 16 May 2013

regionprops might help

 doc regionprops

look at the section 'perimeter'

http://www.mathworks.com/help/images/ref/regionprops.html#bqkf8jn

This might help as well

http://angeljohnsy.blogspot.com/2012/01/boundary-extraction-in-matlab.html

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Thomas
Answer by Sean de Wolski on 16 May 2013

You could use poly2mask() to create a mask of your polygon and then use bwboundaries or bwtraceboundaries() to draw the edges.

This will then give you a logical mask of the edges of your polygon. You can use this to do whatever you want to do, e.g. change the color in the original image etc.

2 Comments

Itzik on 16 May 2013

this helps but bwtraceboundaries return indices of boundary. i wish to create a mask of the boundary. is there a simple way to do this ?

Image Analyst on 16 May 2013

Yes, you can create a mask image. See my answer.

Sean de Wolski
Answer by Matt Kindig on 16 May 2013

You can use the inpoly() function on the file exchange ( http://www.mathworks.com/matlabcentral/fileexchange/10391-fast-points-in-polygon-test). It can return points on the boundary separately from those inside. It's also a lot faster than the built-in inpolygon().

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Matt Kindig
Answer by Image Analyst on 16 May 2013
Edited by Image Analyst on 16 May 2013

Like Sean said, first use poly2mask() to create a binary image of a solid polygon from your list of perimeter coordinates. This solid polygon can be used as a mask.

Then, from the binary image and want the (x,y) coordinates of all of the pixels in the boundary, use bwboundaries() in the Image Processing Toolbox. See my Image Segmentation Tutorial for an example: http://www.mathworks.com/matlabcentral/fileexchange/?term=authorid%3A31862

If you want just the convex hull points (like where the rubber band would contact your object if you wrapped a rubber band around it) use convhull().

If you want an image of the perimeter pixels, use bwperim() in the Image Processing Toolbox. You can use this as a mask also, if you want.

4 Comments

Itzik on 17 May 2013

Ok, this is exactly what i was looking for. however a new problem arises. some of my polygons extend outside the image. when i use poly2msk() and bwperim() i get that one of those boundaries is the edge of the image. is there a way around that? thansk a lot! you have been very helpful.

Image Analyst on 17 May 2013

Where would you like the boundary to be in that case? It can't guess at what it might be outside the image.

Sean de Wolski on 17 May 2013

Here's how I would approach this Itzik:

Find the minimum x and y values of your coordinates. Add the absolute values of these points + 1 to your x and y coordinates. Essentially this is shifting your points to be strictly greater than or equal to 1.

Then use poly2mask and IA/my steps from above. Then subtract off the values you added.

Image Analyst

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