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Alternative to scatter plot

조회 수: 12 (최근 30일)
Christian Mathiesen
Christian Mathiesen 2022년 5월 13일
답변: Image Analyst 2022년 5월 14일
I have a 3x100k matrix of scattered XYZ data over an an area that I wish to plot. So far I have been using scatter plot to visualize, but when I print the plot to .png it becomes 'blurry' like picture attached. Is there an alternative to the scatter plot take makes for a smoother image?
Thanks.
  댓글 수: 3
Jan
Jan 2022년 5월 13일
@Christian Mathiesen: Please mention, what you call "blurry". We do not see, what you expect instead. What should be "smoother"?
How do you "print the plot"? The image contains the icon of the axes menu. Is this a screen shot?
Christian Mathiesen
Christian Mathiesen 2022년 5월 14일
@Jan I guess I was a little vague in my explanation. I use print to save the plot as a png. I was hoping to save the plot with a better resolution by for example converting the scattered data to a grid, so there is no space inbetween each point, making for a 'smoother' figure.
Thank you for your help.

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답변 (1개)

Image Analyst
Image Analyst 2022년 5월 14일
Create an image of desired resolution and then assign every row to a point in the image. Then use imwrite(). Something like (untested because ou forgot to upload your x,y,z data):
minX = min(x);
maxX = max(x);
minY = min(y);
maxY = max(y);
aspectRatio = (maxY - minY) / (maxX - minX)
% Make an image with 1920 columns
columns = 1920;
rows = round(aspectRatio * 1920)
grayImage = zeros(rows, columns, 'uint8');
% Rescale x and y so they will be within the image dimensions.
xs = round(rescale(x, 1, columns));
ys = round(rescale(y, 1, rows));
zs = uint8(rescale(z, 0, 255)); % Convert z to gray levels in the range 0-255
% Assign pixels
for k = 1 : length(x)
grayImage(ys(k), xs(k)) = zs(k);
end
imshow(grayImage, []);
impixelinfo;
axis('on', 'image');

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