TA的每日心情 | 开心 2019-11-20 15:05 |
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签到天数: 2 天 [LV.1]初来乍到
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图像处理代码共享
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---------------------------------我是分割线--------------------------------------! }" n5 t2 o4 i' n& x1 y
h=fspecial('average',[3 3])%3*3的均值滤波器! c+ X' c5 [) b9 R+ v @2 f' F
h=fspecial('disk',5)%半径为5的圆形平均模板
: H2 F- r" i3 C2 H% p3 \0 yh=fspecial('gaussian',[5 5],0.5)%5*5,标准差为0.5的高斯低通滤波器
* D, U' _! W/ u- C l0 jh=fspecial('sobel')%加强水平边缘的竖直梯度算子
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6 m5 k* {, q z) I% Y---------------------------------我是分割线--------------------------------------
7 H: Z$ z$ L h5 d7 ]I=imread('baby_noise.bmp');. C/ \% x( ?& J6 Q
figure,imshow(I);
: z" \& ^) F( {) F2 ]! th3_5=fspecial('gaussian',3,0.5);
" M9 R7 S9 E8 A' n2 M; ]0 A! ~3 x* s, ^I3_5=imfilter(I,h3_5);
3 V- u, v8 \/ jfigure,imshow(I3_5);
3 q q% _% g$ u2 ?h3_18=fspecial('gaussian',3,1.8);9 B" T% a7 o+ f1 O8 M/ N7 o
I3_18=imfilter(I,h3_18);( p v" Y7 [, [3 I1 s5 }
figure,imshow(I3_18);* r, _9 x. b$ ^8 T* s) N; d5 F
h5_8=fspecial('gaussian',5,0.8);, r1 Q" p1 a* R+ c1 j
I5_8=imfilter(I,h5_8);" w$ Y. \, v7 Q/ Y% `8 F
figure,imshow(I5_8); X/ W* y: C! o
imwrite(I5_8,'baby5_8.bmp');
" \$ [9 j" p6 R, oh7_12=fspecial('gaussian',7,1.2);
4 [' Q2 c0 z% |/ V0 [3 jI7_12=imfilter(I,h7_12);$ W4 ?7 d- a) A) y# P4 |
figure,imshow(I7_12);" ~- N+ v8 g4 O5 M
imwrite(I7_12,'baby7_12.bmp');' i4 ?8 X; T! E+ k. M' k
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---------------------------------我是分割线--------------------------------------
+ A" E7 {4 {; I S" ^/ Z0 kf=imread('cameraman.tif');
P4 J# B6 l4 Z* a( ~8 Himshow(f);$ t$ |) h8 i$ J7 C
w=[0.1 0.1 0.1;0.1 0.1 0.1;0.1 0.1 0.1]
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( |0 j/ x7 j4 E# R" b% E: a8 s9 Hg=imfilter(f,w,'corr','replicate');* Y( v% S% w1 L) \" K9 ~
figure,imshow(g);
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---------------------------------我是分割线--------------------------------------, G) k3 [& D0 B% i
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I=imread('baby_noise.bmp');' D) Z8 }) x N8 v$ g9 j. r1 @5 c
figure,imshow(I);
8 u$ ?+ W) t& f# ?- Y# y. Fh=fspecial('average',3);
% L; y: i2 v: j) m$ a) e& v: H2 K+ bI3=imfilter(I,h,'corr','replicate');
7 i' b* J- b; r4 n# y8 mfigure,imshow(I3);6 R% s! [+ N E3 A& e0 d
h=fspecial('average',5);6 l! ]9 h: a2 T" Q8 _7 H
I5=imfilter(I,h,'corr','replicate');
# a* O# u& |0 ^9 P$ B# }figure,imshow(I5);
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---------------------------------我是分割线--------------------------------------( L. A- J, H6 `0 {& C! x
%Robert 交叉梯度- X# w! L6 e- F: Q% U
I=imread('bacteria.bmp');
: f1 H0 e! L' timshow(I);
# m( A) n* u- e- B0 V) C- Z' D0 R" qw1=[-1 0;0 1];
5 U2 [& k1 B. Y) J" iw2=[0 -1;1 0];+ d( W, H; z; ~ V$ A2 m, @
G1=imfilter(I,w1,'corr','replicate');6 e! z# F) E: x' f5 j7 H% \
G2=imfilter(I,w2,'corr','replicate');7 n [0 |: w2 C1 X& P5 m0 j3 a
G=abs(G1)+abs(G2);- U6 W, E& b5 y& h8 |1 _" p
figure,imshow(G,[]);
; h# H" ?" \2 t% U/ Afigure,imshow(abs(G1),[]);
% D4 L% B) W% x( |3 zfigure,imshow(abs(G2),[]);
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) f" B' F I3 g1 b---------------------------------我是分割线--------------------------------------! ]$ W7 W. i X J2 N& f
%三种拉普拉斯模板+ Q8 h4 q+ A3 i* E
I=imread('bacteria.bmp');2 U6 D+ B5 ]( r/ m% W
imshow(I);% P- o* B0 ]6 Z0 X8 p; R
I=double(I);" P6 T- Y1 U9 I4 L3 d( F8 n
w1=[0 -1 0;-1 4 -1;0 -1 0];
: e) m- _# K0 @$ J( I/ E& LL1=imfilter(I,w1,'corr','replicate');# n6 D6 @' R5 @" Z2 t1 p% S0 }
w2=[-1 -1 -1;-1 8 -1;-1 -1 -1];6 L4 X) D v( q/ @" A/ a5 ~2 v( M$ c
L2=imfilter(I,w2,'corr','replicate');0 M" l: L- N! A
figure,imshow(abs(L1),[]);: G* ~' _0 ~( E3 S% [
figure,imshow(abs(L2),[]);
5 E8 v& G- p- {( bw3=[1 4 1;4 -20 4;1 4 1];2 n, E- X+ j+ d) q
L3=imfilter(I,w3,'corr','replicate');) P8 l: W, P {+ R6 Q8 b9 _
figure,imshow(abs(L3),[]);
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3 \4 y C6 `/ Y6 Y# R/ ~---------------------------------我是分割线--------------------------------------
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%sobel梯度
, t1 Y6 `+ w g' Z2 |) Z* w- ~I=imread('bacteria.bmp');, H, M* Q) V- Y
w1=fspecial('sobel');
: ]2 i9 H. ?, U' Kw2=w1';: n) m+ [' S6 \$ o" q% s
G1=imfilter(I,w1);% q$ h. p/ G- {; H1 O
G2=imfilter(I,w2);6 _! H8 j7 P6 p, h, `% Q" ^
G=abs(G1)+abs(G2);
2 h, [' q* q( s v6 ]+ xfigure,imshow(G1,[]);2 ~& ?* W5 L; R! R! o4 N) V
figure,imshow(G2,[]);
5 P& s9 n3 _( rfigure,imshow(G,[]);
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---------------------------------我是分割线--------------------------------------" Z4 C! v$ e# q3 R: |0 w4 {
I=imread('baby.bmp');
8 u, [4 A/ R. [0 C+ g! P+ Sfigure,imshow(I,[]);
5 Y; x4 A/ Q' s* Y) ?9 BId=double(I);
, _/ p' ]- G! j% ~h_lap=[-1 -1 -1;-1 8 -1;-1 -1 -1];( k. s( j/ X) q+ p
I_lap=imfilter(Id,h_lap,'corr','replicate');
- C8 ?* e) J1 J1 o+ Q' Afigure,imshow(uint8(abs(I_log)),[]);
, D& g R' v, R5 {) Z5 Y6 |h_log=fspecial('log',5,0.5);
5 `$ M' w1 ?! u* ?, w8 fI_log=imfilter(Id,h_log,'corr','replicate');
" Q5 a9 z% _/ G: s2 nfigure,imshow(uint8(abs(I_log)),[]);) @" F7 l; A/ R5 _/ R
h_log=fspecial('log',5,2);
' Z# `1 R3 L9 v1 aI_log=imfilter(Id,h_log,'corr','replicate');$ w3 ~1 r: E5 X0 \' q8 [
figure,imshow(uint8(abs(I_log)),[]);8 X. U L+ X$ z
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