Create Small Neighborhood of image

7 次查看(过去 30 天)
I want to make small neighborhood of every pixel x. The small neighborhood has center x (pixel x be the center) in radius w.
Suppose w=5, so I have 5x5 small neighborhood with pixel x is the center of neighborhood.
How can I make it?
Thank you.

采纳的回答

Vinai Datta Thatiparthi
Hello Yohanes,
val = imread(' ... '); % Your input matrix/image
[xCoOrd, yCoOrd] = [ ... ] % Co-Ordinates of the center pixel
nbh = 5; % Neighborhood Size
For a square neighborhood, the variable roi will hold the intensity values of neighboring pixels.
limit = floor(nbh/2);
roi = val(xCoOrd-limit:xCoOrd+limit, yCoOrd-limit:yCoOrd+limit);
Additionally, if you want the positions of the neighbors in subscripts,
rowLen = [xCoOrd - limit: xCoOrd + limit]'; % Range of Rows
colLen = [yCoOrd - limit: yCoOrd + limit]; % Range of Columns
rowIdx = meshgrid(rowLen, 1:nbh)'; % All the X coordinates of neighbors
colIdx = meshgrid(colLen, 1:nbh); % All the Y coordinates of neighbors
Hope this helps!
  4 个评论
Yohanes Setiawan
Yohanes Setiawan 2020-2-12
编辑:Yohanes Setiawan 2020-2-12
Halo,
Thank you very much. Your answer is really help me.
For the edge cases, how if I use this:
a=xCoOrd-limit;
b=xCoOrd+limit;
c=yCoOrd-limit;
d=yCoOrd+limit;
[row col]= size(val);
if a<1
a=1;
end
if b>row
b=row;
end
if c<1
c=1;
end
if d>col
d=col;
end
Is that logical correct (especially in the neighborhood concept of image processing) for computing neighbor of a pixel? Or we need the padding as you give me the link for solution?
Vinai Datta Thatiparthi
Hey Yohanes,
Yes, this approach could work as well. Simple if-else statements checking for edge cases, and then assigning the neighbors (the ones that are beyond scope) NaN values.

请先登录,再进行评论。

更多回答(0 个)

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