matlab中如何提取等高线,在Python或MATLAB中从等高线图中提取数据
這是一個小型的Matlab腳本,可以完成這項工作(使用一些GUI,在圖的斜角處讀取guidlines):
%// Import the data:
imdata = importdata('your_picture_file');
Gray = rgb2gray(imdata.cdata);
colorLim = [-1 1]; %// this should be set manually
%// Get the area of the data:
f = figure('Position',get(0,'ScreenSize'));
imshow(imdata.cdata,'Parent',axes('Parent',f),'InitialMagnification','fit');
%// Get the area of the data:
title('Click with the cross on the most top left area of the *data*')
da_tp_lft = round(getPosition(impoint));
title('Click with the cross on the most bottom right area of the *data*')
da_btm_rgt = round(getPosition(impoint));
dat_area = double(Gray(da_tp_lft(2):da_btm_rgt(2),da_tp_lft(1):da_btm_rgt(1)));
%// Get the area of the colorbar:
title('Click with the cross within the upper most color of the *colorbar*')
ca_tp_lft = round(getPosition(impoint));
title('Click with the cross within the bottom most color of the *colorbar*')
ca_btm_rgt = round(getPosition(impoint));
cmap_area = double(Gray(ca_tp_lft(2):ca_btm_rgt(2),ca_tp_lft(1):ca_btm_rgt(1)));
close(f)
%// Convert the colormap to data:
data = dat_area./max(cmap_area(:)).*range(colorLim)-abs(min(colorLim));
現在, data 就是你要找的 .
以下是使用問題中的圖形輸出的說明:
插圖的代碼:
figure('Position',[100 200 1200 400]);
subplot 121
imshow(imdata.cdata)
hold on
plot(da_tp_lft(1),da_tp_lft(2),'m+','MarkerSize',7,'LineWidth',2)
plot(da_btm_rgt(1),da_btm_rgt(2),'m+','MarkerSize',7,'LineWidth',2)
plot(ca_tp_lft(1),ca_tp_lft(2),'r+','MarkerSize',7,'LineWidth',2)
plot(ca_btm_rgt(1),ca_btm_rgt(2),'r+','MarkerSize',7,'LineWidth',2)
hold off
title('The original image')
subplot 122
surf(data)
shading interp
view(50,40)
colorbar
caxis([-1 1])
title('Illusration of the data')
axis tight
總結
以上是生活随笔為你收集整理的matlab中如何提取等高线,在Python或MATLAB中从等高线图中提取数据的全部內容,希望文章能夠幫你解決所遇到的問題。
- 上一篇: python标准库(一)
- 下一篇: pygame下载 + 安装 + 为什么安