How do I randomly generate multiple random shapes within a given area WITHOUT overlapping?

8 次查看(过去 30 天)
Hi, I have generated a random shape. I need to loop it over to randomly distribute such shapes within a given area WITHOUT overlapping. Area could be n by n units where n being a large integer number compared to the size of an individual shape.

采纳的回答

Jeff Miller
Jeff Miller 2017-11-24
One very general way is to just keep generating shapes randomly but throw away any newly-generated random shapes that overlap with ones you have previously generated. The algorithm might look something like this:
PixelUsed = false(n,n); % the full area in which shapes are to be generated. no pixels used yet.
while WantMoreShapes
newShape = myRandomShapeGenerator;
thisShapePixel = PixelMarker(newShape); % PixelMarker returns (n,n) array indicating whether newShape uses each pixel.
if ~AnyOverlap(thisShapePixel,PixelUsed) % Check whether any pixel is true for both n,n arrays.
% this newShape does not overlap with any used before
iShape = iShape + 1;
myStoreShape(iShape) = newShape;
PixelUsed = PixelUsed | thisShapePixel; % mark the pixels used by this shape
WantMoreShapes = ???;
end
end
Watch out---this process could easily get into an infinite loop, so you should add code to exit after a number of unsuccessful newShape's.
Also, the shapes generated later will tend to be smaller (since larger ones are more likely to overlap with something). If that is a problem for you, then this method probably won't work.
  3 个评论
Jeff Miller
Jeff Miller 2017-11-25
Sorry, but I cannot really follow your code, nor understand the difficulty that you see with "moving generated fills at each loop step".
You might be able to use the 'inpolygon' function to identify whether each point in the n,n space is contained in your currently-generated polygon (though this might be slow). This would be the essence of the PixelMarker function in my schematic algorithm.

请先登录,再进行评论。

更多回答(1 个)

Image Analyst
Image Analyst 2017-11-25
You can use my clouds program. It will generate gray scale images of clouds.
Of course you can then threshold the image and get a binary image with randomly-shaped, non-overlapping shapes.
  1 个评论
Anuruddha Jayasuriya
It's a pretty long code. But I don't get where you have the algorith to identify the overlapping, and avoiding it.
Care to explain how to avoid two shapes being overlapped?

请先登录,再进行评论。

类别

Help CenterFile Exchange 中查找有关 Images 的更多信息

Community Treasure Hunt

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

Start Hunting!

Translated by