18
8

Delete article

Deleted articles cannot be recovered.

Draft of this article would be also deleted.

Are you sure you want to delete this article?

More than 3 years have passed since last update.

1.2 豊富な可視化機能:MATLAB基本関数

Posted at

目次へのリンク

MATLABによる画像処理・コンピュータービジョン入門目次

概要

MATLABのさまざまな可視化機能を紹介します。

対応ファイル:I1_02_visualization.m

パスを通す

デモフォルダにパスを通します。

code
addpath('.\I1_02_grademo')

2次元ラインプロット

code
type line2d.m
output
f1=figure(1); clf reset
set(f1,'units','normalized','position',[0.3652 0.3008 0.6016 0.6016])
x=-3:0.1:3;
y1=sin(x);
y2=sin(x.^2);
y3=cos(x.^2);
plot(x,y1,x,y2,'--',x,y3,':')
title('sin(x), sin(x^2), cos(x^2)')
code
line2d

figure_0.png

2次元ラインプロット(マーカーつき)

code
h=findobj(gca,'type','line');
set(h(1),'marker','o')
set(h(2),'marker','*')
set(h(3),'marker','d')
grid on

figure_1.png

極座標プロット (polar)

code
type polarplot.m
output
f1=figure(1); clf reset
set(f1,'units','normalized','position',[0.3652 0.3008 0.6016 0.6016])

theta=0:2*pi/100:2*pi;
r=theta/(2*pi);
polar(theta,r)
code
polarplot

figure_2.png

コンパスプロット

code
type compassplot.m
output
f1=figure(1); clf reset
set(f1,'units','normalized','position',[0.3652 0.3008 0.6016 0.6016])

Z = eig(randn(20,20));
compass(Z)
code
compassplot

figure_3.png

領域の塗りつぶし (fill)

code
type fill2d.m
output
f1=figure(1); clf reset
set(f1,'units','normalized','position',[0.3652 0.3008 0.6016 0.6016])

x=-5:0.05:5;
p=[1 0 -20 10];
y=polyval(p,x);
r=sort(roots(p));
x1=r(1):0.1:r(2);
y1=polyval(p,x1);
plot(x,y)
hold on
fill(x1,y1,'r')
grid
code
fill2d

figure_4.png

2次元離散プロット (stem)

code
type stem2d.m
output
f1=figure(1); clf reset
set(f1,'units','normalized','position',[0.3652 0.3008 0.6016 0.6016])

alpha=0.02; beta=0.5;
t=0:2:200;
y=exp(-alpha*t).*sin(beta*t);
stem(t,y)
title('y=exp^{(-\alphat)}\cdotsin(\betat)')
code
stem2d

figure_5.png

階段状プロット (stairs)

code
type stair2d.m
output
f1=figure(1); clf reset
set(f1,'units','normalized','position',[0.3652 0.3008 0.6016 0.6016])

alpha=0.02; beta=0.5;
t=0:2:200;
y=exp(-alpha*t).*sin(beta*t);
stairs(t,y)
title('y=exp^{(-\alphat)}\cdotsin(\betat)')
code
stair2d

figure_6.png

3次元ラインプロット

code
type line3d.m
output
f1=figure(1); clf reset
set(f1,'units','normalized','position',[0.3652 0.3008 0.6016 0.6016])

t=0:pi/50:10*pi;
plot3(sin(t),cos(t),t);
grid
xlabel('x')
ylabel('y')
zlabel('z')
code
line3d

figure_7.png

メッシュプロット (mesh)

code
type meshdemo.m
output
f1=figure(1); clf reset
set(f1,'units','normalized','position',[0.3652 0.3008 0.6016 0.6016])

[x,y,z]=peaks(50);
mesh(x,y,z)
title('メッシュプロット','fontname','MS ゴシック')
code
meshdemo

figure_8.png

表面プロット (surf)

code
type surfdemo.m
output
f1=figure(1); clf reset
set(f1,'units','normalized','position',[0.3652 0.3008 0.6016 0.6016])

[x,y,z]=peaks(50);
surf(x,y,z)
title('表面プロット','fontname','MS ゴシック')
code
surfdemo

figure_9.png

3次元断面プロット (slice)

code
type slicedemo.m
output
f1=figure(1); clf reset
set(f1,'units','normalized','position',[0.3652 0.3008 0.6016 0.6016])

[x,y,z] = meshgrid(-2:.1:2, -2:.1:2, -2:.1:2);
v = x .* exp(-x.^2 - y.^2 - z.^2);

[xi,yi]=meshgrid(0:.1:4);
zi=xi.^2+yi.^2;

slice(x,y,z,v,[.8 ],[],[ -.5])
hold on
slice(x,y,z,v,xi-2,yi-2,zi/8-2);
hold off
code
slicedemo

figure_10.png

3次元オブジェクト (surf)

code
type obj3d1.m
output
f1=figure(1); clf reset
set(f1,'units','normalized','position',[0.3652 0.3008 0.6016 0.6016])

[x1,y1,z1]=sphere(30);
[x2,y2,z2]=cylinder(1:-0.05:0,20);
x2=x2-1;
y2=y2-1;
z2=z2-1;
surf(x1,y1,z1)
hold on
surf(x2,y2,z2)
light('position',[1 -1 1]);
shading interp
lighting phong
colormap(copper)
axis equal
title('3次元オブジェクト','fontname','MS ゴシック')
code
obj3d1

figure_11.png

2次元等高線図 (contour)

code
type cont2d.m
output
f1=figure(1); clf reset
set(f1,'units','normalized','position',[0.3652 0.3008 0.6016 0.6016])

[X,Y]=meshgrid(-2:.2:2,-2:.2:2);
Z = X.*exp(-X.^2-Y.^2);
[c,h]=contour(X,Y,Z);
clabel(c,h)
title('z=xe^{(-x^2-y^2)}')
code
cont2d

figure_12.png

塗りつぶし2次元等高線図

code
type cont2df.m
output
f1=figure(1); clf reset
set(f1,'units','normalized','position',[0.3652 0.3008 0.6016 0.6016])

[X,Y,Z]=peaks;
[c,h]=contourf(X,Y,Z,[-7 -5.5 -1 0 0.9 2.6 4.7 8]);
clabel(c,h)
colorbar
code
cont2df

figure_13.png

3次元等高線図 (contour3)

code
type cont3d.m
output
f1=figure(1); clf reset
set(f1,'units','normalized','position',[0.3652 0.3008 0.6016 0.6016])

[X,Y,Z]=peaks;
contour3(X,Y,Z,20)
colorbar
code
cont3d

figure_14.png

円グラフ (pie)

code
type piedemo.m
output
f1=figure(1); clf reset
set(f1,'units','normalized','position',[0.3652 0.3008 0.6016 0.6016])

x=[1 3 0.5 2.5 2];
explode=[0 0 0 1 0];
subplot(1,2,1),pie(x,explode)
subplot(1,2,2),pie3(x,explode);
colormap(cool)
code
piedemo

figure_15.png

棒グラフ

code
type bargraph.m
output
f1=figure(1); clf reset
set(f1,'units','normalized','position',[0.3652 0.3008 0.6016 0.6016])

Y=rand(5);
subplot(2,2,1),bar(Y,'stacked')
subplot(2,2,2),barh(Y(:,1)) 

X=rand(5);
subplot(2,3,4),bar3(X), set(gca,'ylim',[0 6])
subplot(2,3,5),bar3(X,'grouped')
subplot(2,3,6),bar3(X,'stacked')
colormap(summer)
code
bargraph

figure_16.png

ヒストグラム (hist)

code
type histplot.m
output
f1=figure(1); clf reset
set(f1,'units','normalized','position',[0.3652 0.3008 0.6016 0.6016])

x=randn(500,1);
hist(x,20)
title('ヒストグラム','fontname','MS ゴシック')

histfit(x,20)
title('ヒストグラム','fontname','MS ゴシック')
code
histplot

figure_17.png

画像表示 (imshow)

code
type implot.m
output
f1=figure(1); clf reset
set(f1,'units','normalized','position',[0.3652 0.3008 0.6016 0.6016])

imshow(imread('ngc6543a.jpg'))
code
implot

figure_18.png

表面プロットへの貼り付け(warp)

code
type warpdemo.m
output
f1=figure(1); clf reset
set(f1,'units','normalized','position',[0.3652 0.3008 0.6016 0.6016])

load clown
[x,y,z]=cylinder;

subplot(2,2,1)
image(X)
axis image

subplot(2,2,3)
h=mesh(x,y,z);
set(h,'edgecolor',[0 0 0])

subplot(122)
warp(x,y,z,flipud(X),map)
axis square
code
warpdemo

figure_19.png

Delaunayの三角メッシュ

code
type tridemo.m
output
f1=figure(1); clf reset
set(f1,'units','normalized','position',[0.0098 0.3529 0.5469 0.5469])
load seamount
tr=delaunay(x,y);
trisurf(tr,x,y,z)
axis([210.85 211.7 -48.45 -47.95 -4300 -500])
map=pink(64);
colormap(map(10:end,:))

f2=figure(2); clf reset
set(f2,'units','normalized','position',[0.4385 0.0182 0.5469 0.5469])
plot(x,y,'k.','markersize',10)
hold on
trimesh(tr,x,y,z)
hidden off
grid
map=pink(64);
colormap(map(10:end,:))
code
tridemo

figure_20.png

figure_21.png

メッシュ、コンター

code
type meshcontour.m
output
f1=figure(1); clf reset
set(f1,'units','normalized','position',[0.0098 0.3529 0.5469 0.5469])
load data3d1
h=surf(x(:,:,30),y(:,:,30),130*ones(21,31)-130,v(:,:,30)*30-125);
%set(h,'edgecolor','none')
shading interp
hold on
h=mesh(x(:,:,30),y(:,:,30),v(:,:,30)*30-125);
set(h,'facecolor','none')
[c,h]=contour3(x(:,:,30),y(:,:,30),v(:,:,30)*30-125,10,'k');
set(h,'linewidth',1)
axis equal
map=jet(64);
colormap(map(10:end,:))

f2=figure(2); clf reset
set(f2,'units','normalized','position',[0.4385 0.0182 0.5469 0.5469])
[px,py]=gradient(v(:,:,30));
contour(x(:,:,30),y(:,:,30),v(:,:,30),20)
hold on
h=quiver(x(:,:,30),y(:,:,30),px,py);
set(h,'color','k','linewidth',1)
axis equal
axis([0 60 0 40])
map=jet(64);
colormap(map(10:end,:))
code
meshcontour

figure_22.png
figure_23.png

流速の等値面

code
type flowiso2.m
output
f1=figure(1); clf reset
set(f1,'units','normalized','position',[0.3652 0.3008 0.6016 0.6016])

[x y z v] = flow;
p = patch(isosurface(x, y, z, v, 0));
isonormals(x,y,z,v,p);
set(p, 'facecolor', 'r', 'edgecolor', 'n');
daspect([1 1 1]);
view(3);
camlight 
lighting p
%isolims(x,y,z,v)
camproj p; 
    
delete(p)

for i = -11:2
  p = patch(isosurface(x, y, z, v, i, 'v'));
  isonormals(x,y,z,v,p);
  set(p, 'facec', 'f', 'cdata', i, 'edgec', 'n');
end

set(gcf, 'color', [.3 .3 .3])
set(gca, 'color', 'k')
set(gca, 'xcolor', 'w')
set(gca, 'ycolor', 'w')
set(gca, 'zcolor', 'w')
box on
% lighting g
lighting phong
colorbar;

axis tight

p = findobj('type', 'patch');
caxis(caxis)
code
flowiso2;

figure_24.png

スライス平面上に等高線

code
type cslice.m
output
f1=figure(1); clf reset
set(f1,'units','normalized','position',[0.3652 0.3008 0.6016 0.6016])

[x y z v] = flow;
h=contourslice(x,y,z,v,[1:9],[],[0], linspace(-8,2,10));
axis([0 10 -3 3 -3 3]); daspect([1 1 1])
camva(32); camproj perspective;
campos([-3 -15 5])
set(gcf, 'Color', [.3 .3 .3], 'renderer', 'zbuffer')
set(gca, 'Color', 'black' , 'XColor', 'white', ...
         'YColor', 'white' , 'ZColor', 'white')
box on
code
cslice

figure_25.png

頭部の断面図

code
type headiso_h.m
output
f1=figure(1); clf('reset')
set(f1,'units','normalized','position',[0.3652 0.3008 0.6016 0.6016])

load headsmall
[x y z data2] = subvolume(data, [nan 30    nan 30   nan 45]);
p = patch(isosurface(x,y,z,data2, 30), 'FaceColor', 'r', 'EdgeColor', 'n');
isonormals(x,y,z,data2,p)
p2 = patch(isocaps(x,y,z,data2, 30), 'FaceColor', 'i', 'EdgeColor', 'n');

[x y z data2] = subvolume(data, [30 nan    nan nan   nan nan]);
p = patch(isosurface(x,y,z,data2, 30), 'FaceColor', 'r', 'EdgeColor', 'n');
isonormals(x,y,z,data2, p)
p2 = patch(isocaps(x,y,z,data2, 30), 'FaceColor', 'i', 'EdgeColor', 'n');

view(-130,30);axis vis3d tight; daspect([1 1 1]); h = camlight('left'); 
lighting phong
colormap(gray(100))

set(gcf, 'color', [.3 .3 .3])
set(gca, 'color', 'k')
set(gca, 'xcolor', 'w')
set(gca, 'ycolor', 'w')
set(gca, 'zcolor', 'w')
code
headiso_h

figure_26.png

終了

code
% パスを削除
rmpath('.\I1_02_grademo')

参考

謝辞

本記事は @eigs さんのlivescript2markdownを使わせていただいてます。

目次へのリンク

MATLABによる画像処理・コンピュータービジョン入門目次

18
8
2

Register as a new user and use Qiita more conveniently

  1. You get articles that match your needs
  2. You can efficiently read back useful information
  3. You can use dark theme
What you can do with signing up
18
8

Delete article

Deleted articles cannot be recovered.

Draft of this article would be also deleted.

Are you sure you want to delete this article?